This document provides an overview of MoneyMan, an international alternative finance company that specializes in lending and financial products. Some key points:
- MoneyMan was founded in 2012 and has issued over 258,000 loans across 5 countries, with monthly issuance exceeding 25,000 loans.
- It has over 190 professionals and holds the number 1 or 2 market position in Russia, Kazakhstan, and Georgia.
- The company has a unique proprietary scoring model that analyzes hundreds of data points per client, and industry-leading NPL of under 10%.
- MoneyMan has received investment of over $15 million and continues to grow its operations across multiple countries.
La inflamación es la respuesta del sistema inmunológico a invasores como virus y bacterias. Involucra la dilatación de vasos sanguíneos, aumento del flujo sanguíneo y extravasación de líquido, así como la migración de glóbulos blancos al sitio de infección o lesión. Estos procesos son mediados por sustancias como la histamina y citoquinas, y tienen como objetivo eliminar la causa de daño y comenzar el proceso de reparación de tejidos.
Práctica n° 8 dosificación de diclofenaco sódico.Yeico Osgor
Este documento presenta los resultados de un análisis de control de calidad realizado a un lote de diclofenaco sódico de 50 mg. Se midió la cantidad de principio activo en una muestra de 100 mg a través de una titulación ácido-base, obteniendo un porcentaje de 95.9%, el cual cumple con los parámetros de referencia establecidos. El resumen concluye que el medicamento fue elaborado correctamente y cumple con los estándares de calidad requeridos.
Los mediadores de la inflamación son sustancias que inician y regulan las reacciones inflamatorias. Algunos mediadores principales son las aminas vasoactivas como la histamina y la serotonina, los metabolitos del ácido araquidónico como las prostaglandinas y los leucotrienos, y las citoquinas como el factor de necrosis tumoral y la interleuquina-1. Estos mediadores son producidos por células inflamatorias y proteínas plasmáticas, y trabajan juntos para iniciar y regular la respuesta inflamatoria.
Dokumen tersebut membahas tentang titik kritis kehalalan pada produk kosmetika dan obat-obatan. Beberapa bahan baku yang sering digunakan seperti plasenta, cairan amnion, gliserin, kolagen, vitamin, hormon, asam alfa hidroksi dapat berasal dari hewan haram seperti babi, sehingga status kehalalannya perlu diperhatikan. Pada obat, bahan seperti gelatin, alkohol, plasenta, sodium heparin, insulin, dan
Este documento describe un procedimiento de laboratorio para evaluar la calidad de tabletas que contienen ácido ascórbico (vitamina C) mediante valoraciones y observaciones. El objetivo es determinar si cumplen con los estándares de calidad en cuanto a contenido, forma, color, textura y tiempo de disolución. Se realizaron pruebas de valoración de ácido ascórbico, friabilidad, dureza y desintegración en tabletas de varias marcas para verificar que satisfacen los límites establecidos en farmacopeas. Los resultados mo
Dokumen tersebut membahas tentang pembuatan kapsul doksisiklin yang meliputi bahan-bahan, proses pembuatan, dan uji kualitas. Kapsul digunakan sebagai sediaan doksisiklin karena dapat menutupi rasa tidak enak obat serta proses pembuatannya relatif mudah. Ada dua formula yang diusulkan dengan perbedaan penggunaan bahan pengisi. Uji kualitas meliputi keseragaman bobot, waktu hancur, disolusi, dan
Este documento describe una práctica de laboratorio sobre el control de calidad de comprimidos de ketoprofeno. Los estudiantes determinaron la cantidad de principio activo en los comprimidos a través de una titulación ácido-base y cálculos. Los resultados mostraron que la cantidad de ketoprofeno estaba dentro de los parámetros establecidos, indicando que el medicamento cumple con los estándares de calidad.
La inflamación es la respuesta del sistema inmunológico a invasores como virus y bacterias. Involucra la dilatación de vasos sanguíneos, aumento del flujo sanguíneo y extravasación de líquido, así como la migración de glóbulos blancos al sitio de infección o lesión. Estos procesos son mediados por sustancias como la histamina y citoquinas, y tienen como objetivo eliminar la causa de daño y comenzar el proceso de reparación de tejidos.
Práctica n° 8 dosificación de diclofenaco sódico.Yeico Osgor
Este documento presenta los resultados de un análisis de control de calidad realizado a un lote de diclofenaco sódico de 50 mg. Se midió la cantidad de principio activo en una muestra de 100 mg a través de una titulación ácido-base, obteniendo un porcentaje de 95.9%, el cual cumple con los parámetros de referencia establecidos. El resumen concluye que el medicamento fue elaborado correctamente y cumple con los estándares de calidad requeridos.
Los mediadores de la inflamación son sustancias que inician y regulan las reacciones inflamatorias. Algunos mediadores principales son las aminas vasoactivas como la histamina y la serotonina, los metabolitos del ácido araquidónico como las prostaglandinas y los leucotrienos, y las citoquinas como el factor de necrosis tumoral y la interleuquina-1. Estos mediadores son producidos por células inflamatorias y proteínas plasmáticas, y trabajan juntos para iniciar y regular la respuesta inflamatoria.
Dokumen tersebut membahas tentang titik kritis kehalalan pada produk kosmetika dan obat-obatan. Beberapa bahan baku yang sering digunakan seperti plasenta, cairan amnion, gliserin, kolagen, vitamin, hormon, asam alfa hidroksi dapat berasal dari hewan haram seperti babi, sehingga status kehalalannya perlu diperhatikan. Pada obat, bahan seperti gelatin, alkohol, plasenta, sodium heparin, insulin, dan
Este documento describe un procedimiento de laboratorio para evaluar la calidad de tabletas que contienen ácido ascórbico (vitamina C) mediante valoraciones y observaciones. El objetivo es determinar si cumplen con los estándares de calidad en cuanto a contenido, forma, color, textura y tiempo de disolución. Se realizaron pruebas de valoración de ácido ascórbico, friabilidad, dureza y desintegración en tabletas de varias marcas para verificar que satisfacen los límites establecidos en farmacopeas. Los resultados mo
Dokumen tersebut membahas tentang pembuatan kapsul doksisiklin yang meliputi bahan-bahan, proses pembuatan, dan uji kualitas. Kapsul digunakan sebagai sediaan doksisiklin karena dapat menutupi rasa tidak enak obat serta proses pembuatannya relatif mudah. Ada dua formula yang diusulkan dengan perbedaan penggunaan bahan pengisi. Uji kualitas meliputi keseragaman bobot, waktu hancur, disolusi, dan
Este documento describe una práctica de laboratorio sobre el control de calidad de comprimidos de ketoprofeno. Los estudiantes determinaron la cantidad de principio activo en los comprimidos a través de una titulación ácido-base y cálculos. Los resultados mostraron que la cantidad de ketoprofeno estaba dentro de los parámetros establecidos, indicando que el medicamento cumple con los estándares de calidad.
Este documento presenta información sobre ácidos grasos insaturados. Explica que los ácidos grasos insaturados tienen uno o más dobles enlaces en su cadena de carbono, lo que los hace líquidos a temperatura ambiente. También describe cómo se sintetizan y metabolizan los ácidos grasos insaturados, e identifica algunos ácidos grasos insaturados importantes como el oleico y los omega-3. Además, resume un experimento de laboratorio para extraer y caracterizar la lecitina y el colesterol de la yema de huevo.
Tugas ini membahas obat golongan makrolida. Makrolida adalah antibiotik yang bekerja dengan menghambat sintesis protein bakteri dengan mengikat subunit 50S ribosom. Obat utama golongan ini adalah eritromisin, klaritromisin, dan azitromisin. Eritromisin dan klaritromisin memiliki mekanisme kerja yang sama yaitu menghambat sintesis protein bakteri, namun klaritromisin memiliki waktu paruh yang lebih panjang.
El documento describe los diferentes tipos de tejido conectivo y sus características, incluyendo el tejido conectivo laxo y denso. También explica las funciones del tejido conectivo como proporcionar soporte estructural, servir como medio de intercambio, y contribuir a la defensa y protección del cuerpo. Además, detalla varios factores de crecimiento como el factor de crecimiento transformante beta, factor de crecimiento derivado de plaquetas, factor de crecimiento endotelial vascular, y factores de crecimiento de
Dokumen tersebut membahas tentang obat anti jamur yang dibagi menjadi dua golongan yaitu untuk infeksi sistemik dan untuk infeksi dermatofit serta mukokutan. Obat-obat anti jamur sistemik meliputi amfoterisin B, flusitosin, dan imidazole seperti ketonazol dan flukonazol, sedangkan untuk infeksi kulit dan mulut meliputi griseofulvin, imidazole, nistatin dan tolnaftat.
Dokumen tersebut membahas tentang golongan antibiotika makrolida, yang merupakan senyawa kimia yang dihasilkan oleh fungi dan bakteri untuk membunuh atau menghambat pertumbuhan kuman. Makrolida pertama kali ditemukan adalah eritromisin, diikuti oleh klaritromisin dan azitromisin yang merupakan turunannya. Makrolida bekerja dengan menghambat sintesis protein bakteri pada ribosomnya.
Mula Kerja, Puncak Efek dan Lama Kerja Obat Analgetik pada Pemberian Per Oral...Novi Fachrunnisa
Dokumen tersebut merangkum hasil penelitian tentang perbandingan mula kerja, puncak efek, dan lama kerja obat analgetik antalgin dan xylomidon pada pemberian peroral dan intraperitoneal pada tikus. Parameter yang diukur meliputi respon nyeri tikus terhadap rangsangan tekanan, serta waktu tercapainya efek analgetik maksimal."
Este documento presenta el manual de laboratorio de Farmacia Galénica de la Facultad de Ciencias Químicas de la Benemérita Universidad Autónoma de Puebla. Incluye 8 prácticas de laboratorio sobre diferentes formulaciones farmacéuticas como suspensiones, cremas, ungüentos y gotas. Cada práctica describe los objetivos, materiales, procedimiento y cuestionario para elaborar y acondicionar las formulaciones magistrales bajo condiciones adecuadas.
Este documento presenta las exposiciones de estudiantes sobre diferentes tipos de lesiones celulares, incluyendo esteatosis hepática, necrosis licuefactiva del apéndice, necrosis caseosa del pulmón, y necrosis enzimática de la grasa. Los estudiantes describen las muestras u órganos, los diagnósticos histopatológicos, y clasifican las lesiones como reversibles o irreversibles.
IoT permite que objetos cotidianos se conecten a Internet. Nació entre 2008-2009 cuando hubo más dispositivos conectados que personas. Esto plantea retos como proveer acceso a Internet a todos y usar direcciones IP suficientes. Proyectos como "Internet de Globo" de Google y protocolos existentes podrían integrar redes y permitir que objetos envíen datos mejorando la calidad de vida.
Dibuixos dels alumnes de 4t de l’Escola Octavio Paz basats en les obres de l’artista mexicà Fernando Andriacci i amb el tema “Els drets dels nens i les nenes” pel concurs "Éste es mi México"
El documento habla sobre Mo Yan, el autor chino más famoso, prohibido y pirateado. Su novela más conocida es Sorgo Rojo, ambientada en la China rural de los años 30-70, que narra la historia de tres generaciones de una familia a través de las décadas de la historia china, desde la invasión japonesa hasta la Revolución Cultural, entrelazando mito e historia. El documento presenta los primeros extractos de la novela, describiendo la infancia del padre del narrador y su unión a las tropas del comandante
Este documento presenta información sobre ácidos grasos insaturados. Explica que los ácidos grasos insaturados tienen uno o más dobles enlaces en su cadena de carbono, lo que los hace líquidos a temperatura ambiente. También describe cómo se sintetizan y metabolizan los ácidos grasos insaturados, e identifica algunos ácidos grasos insaturados importantes como el oleico y los omega-3. Además, resume un experimento de laboratorio para extraer y caracterizar la lecitina y el colesterol de la yema de huevo.
Tugas ini membahas obat golongan makrolida. Makrolida adalah antibiotik yang bekerja dengan menghambat sintesis protein bakteri dengan mengikat subunit 50S ribosom. Obat utama golongan ini adalah eritromisin, klaritromisin, dan azitromisin. Eritromisin dan klaritromisin memiliki mekanisme kerja yang sama yaitu menghambat sintesis protein bakteri, namun klaritromisin memiliki waktu paruh yang lebih panjang.
El documento describe los diferentes tipos de tejido conectivo y sus características, incluyendo el tejido conectivo laxo y denso. También explica las funciones del tejido conectivo como proporcionar soporte estructural, servir como medio de intercambio, y contribuir a la defensa y protección del cuerpo. Además, detalla varios factores de crecimiento como el factor de crecimiento transformante beta, factor de crecimiento derivado de plaquetas, factor de crecimiento endotelial vascular, y factores de crecimiento de
Dokumen tersebut membahas tentang obat anti jamur yang dibagi menjadi dua golongan yaitu untuk infeksi sistemik dan untuk infeksi dermatofit serta mukokutan. Obat-obat anti jamur sistemik meliputi amfoterisin B, flusitosin, dan imidazole seperti ketonazol dan flukonazol, sedangkan untuk infeksi kulit dan mulut meliputi griseofulvin, imidazole, nistatin dan tolnaftat.
Dokumen tersebut membahas tentang golongan antibiotika makrolida, yang merupakan senyawa kimia yang dihasilkan oleh fungi dan bakteri untuk membunuh atau menghambat pertumbuhan kuman. Makrolida pertama kali ditemukan adalah eritromisin, diikuti oleh klaritromisin dan azitromisin yang merupakan turunannya. Makrolida bekerja dengan menghambat sintesis protein bakteri pada ribosomnya.
Mula Kerja, Puncak Efek dan Lama Kerja Obat Analgetik pada Pemberian Per Oral...Novi Fachrunnisa
Dokumen tersebut merangkum hasil penelitian tentang perbandingan mula kerja, puncak efek, dan lama kerja obat analgetik antalgin dan xylomidon pada pemberian peroral dan intraperitoneal pada tikus. Parameter yang diukur meliputi respon nyeri tikus terhadap rangsangan tekanan, serta waktu tercapainya efek analgetik maksimal."
Este documento presenta el manual de laboratorio de Farmacia Galénica de la Facultad de Ciencias Químicas de la Benemérita Universidad Autónoma de Puebla. Incluye 8 prácticas de laboratorio sobre diferentes formulaciones farmacéuticas como suspensiones, cremas, ungüentos y gotas. Cada práctica describe los objetivos, materiales, procedimiento y cuestionario para elaborar y acondicionar las formulaciones magistrales bajo condiciones adecuadas.
Este documento presenta las exposiciones de estudiantes sobre diferentes tipos de lesiones celulares, incluyendo esteatosis hepática, necrosis licuefactiva del apéndice, necrosis caseosa del pulmón, y necrosis enzimática de la grasa. Los estudiantes describen las muestras u órganos, los diagnósticos histopatológicos, y clasifican las lesiones como reversibles o irreversibles.
IoT permite que objetos cotidianos se conecten a Internet. Nació entre 2008-2009 cuando hubo más dispositivos conectados que personas. Esto plantea retos como proveer acceso a Internet a todos y usar direcciones IP suficientes. Proyectos como "Internet de Globo" de Google y protocolos existentes podrían integrar redes y permitir que objetos envíen datos mejorando la calidad de vida.
Dibuixos dels alumnes de 4t de l’Escola Octavio Paz basats en les obres de l’artista mexicà Fernando Andriacci i amb el tema “Els drets dels nens i les nenes” pel concurs "Éste es mi México"
El documento habla sobre Mo Yan, el autor chino más famoso, prohibido y pirateado. Su novela más conocida es Sorgo Rojo, ambientada en la China rural de los años 30-70, que narra la historia de tres generaciones de una familia a través de las décadas de la historia china, desde la invasión japonesa hasta la Revolución Cultural, entrelazando mito e historia. El documento presenta los primeros extractos de la novela, describiendo la infancia del padre del narrador y su unión a las tropas del comandante
This document is a mortgage application form for Dominion Lending Centres. It requests personal and financial information from applicants, including employment details, assets, existing property information if applicable, and insurance coverage. The purpose is to qualify applicants for a mortgage and find the best option. The information will remain confidential and is used to verify credit ratings and qualifications.
Taller ISINGLASS SEAMOS 2015
Gloria Batista de Vega, Ph. D. (Gracilarias de Panamá)
Colaborador: Chistopher Shields (Panamá Sea Farms S.A)
Universidad de Panamá - Laboratorios - BIO ECO Acuicultura de Algas
Educar es como poner un motor a una barca: se requiere medir, pensar, equilibrar y poner todo en marcha, pero también se necesita tener paciencia, ser un poco marinero, pirata y poeta. Aunque el trabajo de educar es consolador, ya que a través de soñar mientras se trabaja, los niños podrán llegar muy lejos y llevar las palabras del maestro a lugares distantes, incluso después de que el maestro ya no esté.
Este documento describe el proyecto de las "maletas viajeras" implementado por la biblioteca de un instituto en España. El proyecto involucra empacar materiales seleccionados de la biblioteca como libros, revistas y películas en maletas portátiles que los estudiantes pueden llevar a sus casas para compartir con sus familias, con el objetivo de promover la lectura fuera del entorno escolar. El documento analiza los detalles del contenido, implementación y evaluación del proyecto.
Este documento presenta el calendario de la categoría Prebenjamín "A" de la Liga Local de Fútbol Base Municipal de Cartagena para la temporada 2012-2013. Se detallan las 20 jornadas del campeonato, con los equipos locales y visitantes de cada partido. El torneo se jugará los sábados de octubre a abril y determinará los equipos ganadores de esta modalidad y categoría.
Friedrich p. berg the german delousing chambers - journal of historical rev...RareBooksnRecords
The document discusses the delousing chambers at the former Dachau concentration camp in Germany. It notes that these chambers, which used Zyklon-B gas to fumigate clothing and other items, were actually well-designed gas chambers. The chambers represented the peak of gas chamber design and were safer, more efficient, and less expensive to operate than gas chambers used elsewhere. The document argues the delousing chambers could have been adapted for mass extermination, though there is no evidence they were ever used in this way.
QuickFix will provide one-stop online microfinancing through secure online purchases and quick short-term loans. The team combines skills in finance, marketing, entrepreneurship and technology. QuickFix will use publicly available customer data to automatically approve online purchases or extend small loans without using sensitive credit card data.
The document summarizes a business plan for an online short-term loan company. It discusses the team behind the idea, the quick risk assessment algorithm used to evaluate borrowers, targeting younger customers, and a marketing strategy focused on digital channels. Financial projections estimate the business will be cash positive within 2-3 years and have high returns, with an initial maximum cash need of €75,000.
PGPM with total 4.2 year experience, where currently 1.10 year experience in Wipro Limited for KYC & AML under Corporate Investment Banking (J.P. Morgan Client) and 2.4 years in IndusInd Bank Ltd for KYC & Credit Portfolio under retail banking.
1. The document discusses how analytics can help microfinance institutions (MFIs) in Kenya sustain themselves given recent regulatory constraints, including by reducing operational costs, improving portfolio management and monitoring, and enhancing regulatory reporting.
2. It notes that MFIs face challenges like maintaining high credit quality and low costs given stricter regulations and macroeconomic conditions in Sub-Saharan Africa. Analytics solutions can help address these by providing insights to optimize processes, products, and resource allocation.
3. Implementing analytics tools could significantly reduce MFIs' operational costs through increased efficiencies, while also decreasing delinquency through better portfolio monitoring and forecasting of trends. This would directly impact their income.
Fintech & Insurtech - Lending Platforms: Company presentation by Bulent Tekmen, Co-Founder & CEO of Colendi, at the NOAH Conference London 2019, 30-31 October, Old Billingsgate.
Consumer Online Finance - Presentation by Sebastian Diemer, Founder & CEO of Kreditech at the NOAH 2014 Conference in London, Old Billingsgate on the 13th of November 2014.
YAR-Bank has launched its new internet bank after two years of development. Key accomplishments include creating new IT systems, developing attractive retail products, rebranding the bank, and staying within budget. The new functionality includes 10 new applications covering processing, customer relationship management, credit decisions, deposits, call center support, and more. Fraud prevention policies are in place, including document verification. Credit risk is mitigated through technical and financial analysis, including credit scores. New products include loans, deposits, and credit cards with competitive rates and limits. Marketing plans include promotion, media relations, online advertising, and a campaign.
Analytics in action - How Marketelligent helped an Online Remittance firm ide...Marketelligent
The client, an online remittance service provider, faced issues with fraud and money laundering that slowed transaction processing. They developed a risk scoring model using transaction history and other data to automatically classify transactions as low, moderate, high, or extremely high risk. Transactions classified as moderate or higher risk would require manual review, reducing review volume by over 500 per day and cutting processing time in half. The model helped compliance staff focus their manual reviews on higher-risk cases.
How Leading Financial Services Organizations Gain Competitive Edge With Inter...ibi
This presentation summarizes how leading financial services organizations have become more competitive by delivering interactive analytics to their customers.
This resume summarizes Saieeshen Pather's experience and qualifications. He has over 15 years of experience in credit risk management, most recently working as an Internal Auditor for Barclays Bank focusing on wholesale credit risk. He holds a BCom Honours in Business Management from UNISA as well as several leadership and risk management certificates.
The document provides an overview of Asseco Group and Statlogics. Asseco Group is a large Polish IT company with over 18,000 employees worldwide that provides proprietary software and services. Statlogics was founded in 1996 and is a competence center within Asseco Group that provides a consumer finance platform called CrediLogic that processes over 3 billion euros in loans annually. The document outlines Statlogics' key clients, team, software solutions and architecture.
The document summarizes the services provided by Experian, a company that helps clients in various industries with analytics, risk management, and fraud prevention. It discusses Experian's clients, capabilities, and case studies showing how it has helped automotive, banking, and other clients improve collections, reduce fraud and costs, and optimize decisions. Experian competes with Equifax and other companies and has experienced sales and profit growth in recent years.
The document summarizes the services provided by Experian, a company that helps clients in various industries with analytics, risk management, and fraud prevention. It discusses Experian's clients, capabilities, and case studies showing how it has helped automotive, banking, and other clients improve collections, reduce fraud and costs, and optimize decisions. Experian is a large, global company that competes with Equifax and other firms in providing data-driven solutions.
Presentation DataScoring: Big Data and credit scoreAnton Vokrug
DataScoring: Retail lending is one of the most popular and prioritized businesses in financial industry as well as demanding the most attention. Lending to potentially bad borrowers may substantially harm bank or credit union therefore this process must be addressed systematically by setting up automated and effective borrowers scoring process.
This problem is solved by our product:
1. We effectively score borrowers using big data.
2. We retrieve additional statistical data to conduct further communications with existing borrowers.
3. Optimize credit portfolio to minimize payment overdues and defaults.
We stack Microsoft technologies in production of the product - .Net, Azure Cloud, C# and CUDA.
Our algorithms and models are built upon (1) group of self-learning neuron networks, (2) system of input data normalization and semantic analyzer for text inputs; (3) customer psychological image design; (4) data clustering; (5) vanilla scoring systems.
Consumer crediting is one of the
highest priorities in financial sector
nowadays that demands maximum
attention. This process should
be approached systematically
and there should be efficient and
automatic process of borrowers
examination
The document discusses SAP's S/4HANA Credit Management solution. It provides an overview of the solution and how it can help companies make better credit decisions, automate customer credit risk monitoring, and integrate different credit agencies from various countries. The solution offers standardized deployment with flexibility and scalability. It allows companies to include external credit data in their scoring models and react instantly to changes in customer ratings.
Suraj Pachlangiya is a KYC Analyst at HSBC Data Processing India since June 2014. He has over 4 years of experience in know your customer analysis and compliance for financial institutions. His role involves performing due diligence on new and existing clients to comply with regulations related to anti-money laundering, terrorist financing, sanctions screening, and tax compliance. He also assists with investigating suspicious transactions and enhancing training programs. Previously, he worked as an Accounts Officer managing receivables, payables, and negotiations. Suraj holds a PGPM degree in management and a B.Com, and is proficient in various software programs used for research and analysis.
Overview of Data Analytics in Lending BusinessSanjay Kar
AI/ML use cases
BFSI industry overview
Lending Products
Underwriting Strategy
Customer Lifecycle Management
How to prepare for becoming a banking analyst
Materials to study for statistics
What is fintech?
What is a Credit Bureau?
Books for statistics
Tools for data science
Techniques for data science
QlikView for Risk and Customer IntelligenceQlikView-India
This document provides an overview of QlikView software for risk management and customer intelligence applications in the financial services industry. It begins with an agenda and introduces QlikView's capabilities for risk/fraud analysis and customer intelligence. It then presents several case studies of banks and financial institutions using QlikView for tasks like risk monitoring, fraud investigation, customer targeting, and transaction analysis. Screenshots of sample QlikView applications are shown. The document concludes by discussing QlikView's uniqueness and advantages over traditional business intelligence tools.
06-18-2024-Princeton Meetup-Introduction to MilvusTimothy Spann
06-18-2024-Princeton Meetup-Introduction to Milvus
tim.spann@zilliz.com
https://www.linkedin.com/in/timothyspann/
https://x.com/paasdev
https://github.com/tspannhw
https://github.com/milvus-io/milvus
Get Milvused!
https://milvus.io/
Read my Newsletter every week!
https://github.com/tspannhw/FLiPStackWeekly/blob/main/142-17June2024.md
For more cool Unstructured Data, AI and Vector Database videos check out the Milvus vector database videos here
https://www.youtube.com/@MilvusVectorDatabase/videos
Unstructured Data Meetups -
https://www.meetup.com/unstructured-data-meetup-new-york/
https://lu.ma/calendar/manage/cal-VNT79trvj0jS8S7
https://www.meetup.com/pro/unstructureddata/
https://zilliz.com/community/unstructured-data-meetup
https://zilliz.com/event
Twitter/X: https://x.com/milvusio https://x.com/paasdev
LinkedIn: https://www.linkedin.com/company/zilliz/ https://www.linkedin.com/in/timothyspann/
GitHub: https://github.com/milvus-io/milvus https://github.com/tspannhw
Invitation to join Discord: https://discord.com/invite/FjCMmaJng6
Blogs: https://milvusio.medium.com/ https://www.opensourcevectordb.cloud/ https://medium.com/@tspann
Expand LLMs' knowledge by incorporating external data sources into LLMs and your AI applications.
We are pleased to share with you the latest VCOSA statistical report on the cotton and yarn industry for the month of May 2024.
Starting from January 2024, the full weekly and monthly reports will only be available for free to VCOSA members. To access the complete weekly report with figures, charts, and detailed analysis of the cotton fiber market in the past week, interested parties are kindly requested to contact VCOSA to subscribe to the newsletter.
We are pleased to share with you the latest VCOSA statistical report on the cotton and yarn industry for the month of March 2024.
Starting from January 2024, the full weekly and monthly reports will only be available for free to VCOSA members. To access the complete weekly report with figures, charts, and detailed analysis of the cotton fiber market in the past week, interested parties are kindly requested to contact VCOSA to subscribe to the newsletter.
Build applications with generative AI on Google CloudMárton Kodok
We will explore Vertex AI - Model Garden powered experiences, we are going to learn more about the integration of these generative AI APIs. We are going to see in action what the Gemini family of generative models are for developers to build and deploy AI-driven applications. Vertex AI includes a suite of foundation models, these are referred to as the PaLM and Gemini family of generative ai models, and they come in different versions. We are going to cover how to use via API to: - execute prompts in text and chat - cover multimodal use cases with image prompts. - finetune and distill to improve knowledge domains - run function calls with foundation models to optimize them for specific tasks. At the end of the session, developers will understand how to innovate with generative AI and develop apps using the generative ai industry trends.
Discover the cutting-edge telemetry solution implemented for Alan Wake 2 by Remedy Entertainment in collaboration with AWS. This comprehensive presentation dives into our objectives, detailing how we utilized advanced analytics to drive gameplay improvements and player engagement.
Key highlights include:
Primary Goals: Implementing gameplay and technical telemetry to capture detailed player behavior and game performance data, fostering data-driven decision-making.
Tech Stack: Leveraging AWS services such as EKS for hosting, WAF for security, Karpenter for instance optimization, S3 for data storage, and OpenTelemetry Collector for data collection. EventBridge and Lambda were used for data compression, while Glue ETL and Athena facilitated data transformation and preparation.
Data Utilization: Transforming raw data into actionable insights with technologies like Glue ETL (PySpark scripts), Glue Crawler, and Athena, culminating in detailed visualizations with Tableau.
Achievements: Successfully managing 700 million to 1 billion events per month at a cost-effective rate, with significant savings compared to commercial solutions. This approach has enabled simplified scaling and substantial improvements in game design, reducing player churn through targeted adjustments.
Community Engagement: Enhanced ability to engage with player communities by leveraging precise data insights, despite having a small community management team.
This presentation is an invaluable resource for professionals in game development, data analytics, and cloud computing, offering insights into how telemetry and analytics can revolutionize player experience and game performance optimization.
1. Company presentation
GLOBAL BRANDS
MAGAZINE
2013
Best Micro Finance
Brand in Russia
2014
Top 50 best startup
teams in Russia
Kommersant
Secretmag
2013
Best Microloan
Provider Russia
GLOBAL BANKING &
FINANCE REVIEW
2014
Investment rating
AAA
Top 50 Russian
startup
RUSSIAN
STARTUP RATING
2014
Online Microfinance
Company of the
Year
“FINANCIAL ELITE
RUSSIA”
2013 / 2014
Innovative
product / Dynamic
development
Golden Ruble
2013 / 2014
Best Microloan
Provider Russia
GLOBAL BANKING &
FINANCE REVIEW
2014
Best Finance
Affiliate Program
RACE AWARDS
2015
100 Europe:
Finalists
RED HERRING
2015
Financial rating
A+.mfi
RAEX
2. 0%
10%
20%
30%
40%
50%
60%
70%
80%
0
5 000
10 000
15 000
20 000
25 000
30 000
Sept
12
Dec
12
Mar
13
June
13
Sept
13
Dec
13
Mar
14
June
14
Sept
14
Dec
14
Mar
15
June
15
Sept
15
Dec
15
New loans Repeated loans NPL
Russia
Georgia
Kazakhstan
Spain
LEADING INTERNATIONAL ALTERNATIVE ONLINE FINANCE PLATFORM
MoneyMan: Introduction
Current presenceKey facts
Moneyman was founded in 2012 and is now a fast growing international
alternative finance provider, specializing in lending and related financial
products:
Over 190 professionals
Over 258,000 loans issued across 5 countries by the end of 2015
Monthly issuance has grown at an explosive rate and exceeded 25 000 loans
per month
Industry leading NPL level of under 10%, driven by core expertise in risk
management technology
Profitable in Russia, Kazakhstan and Georgia with number 1 or 2 market
share positions
Competitive advantage:
Unique proprietary scoring model with over hundreds data points analyzed
per client
High CLV across all countries
Strong global and local teams
Low cost business model
Round A and Round B closed, raising over USD 15mn in debt & equity
Brazil
Poland
#1
#1
#2Q1 2016
Q4 2015
Q2 2015
Belarus
R&D
HQ
Monthly issuance (number of loans) growth while reducing NPL
Scoring systems was
quickly adjusted to tackle
worsening economic
situation in Russia
3. Moneyman is a brand for PDL and Installment loans
High efficiency – low cost model:
Under $200,000 of monthly admin costs for 3 fully
operational countries
Efficient IT development based in Minsk
Moneyman – first online microloans service in Russia. The
product is also present in Kazakhstan, Georgia,Spain and
Poland:
#1 in Russia #1 in Kazakhstan #2 in Georgia
The Company has received more than 1,000,000 loan
applications from more than 10mn visitors
The Company has developed and is constantly improving
unique IT-system allowing to manage the service in a
comprehensive way and to maintain the optimal risk-return
ratio
Scalable technology allows launch of a new country
within 3 months
Unique product range to maximise CLV.
MONEYMAN IS A UNIQUE PRODUCT ON THE ALTERNATIVE FINANCING MARKET
Overview User friendly interface
MoneyMan at a glance
Moneyman client profile
4. Key figures of MoneyMan.ru
MONEYMAN IS A RAPIDLY AND EFFICIENTLY DEVELOPING PRODUCT
Highlights Client Lifetime Value Analysis (USD)
Amount of loans issued (RUB)
The Company is actively attracting new
customers while maintaining high
approval rate
Number of loans issued
0
20 000
40 000
60 000
80 000
100 000
1Q 13 2Q 13 3Q 13 4Q 13 1Q 14 2Q 14 3Q 14 4Q 14 1Q 15 2Q 15 3Q 15 4Q 15 1Q 16 2Q 16 3Q 16 4Q 16
Repeat Loans New Loans
0
100 000
200 000
300 000
400 000
500 000
600 000
700 000
800 000
900 000
1 000 000
1 100 000
1Q 13 2Q 13 3Q 13 4Q 13 1Q 14 2Q 14 3Q 14 4Q 14 1Q 15 2Q 15 3Q 15 4Q 15 1Q 16 2Q 16 3Q 16 4Q 16
Repeat Loans New Loans
Number 1 online lender in Russia
The most dynamically growing microfinance company in Russia in 2015
Over 100 000 loans issued
Best affiliate program in financial sector
Unique partnership with top retail banks
Efficient funding through local banks and proprietary deposit program
(investor.moneyman.ru)
Strong loyalty rate: for each US$ 1 new loan, over US$ 6.4 of repeat loans
issued
Funding - Credit line and strategic partnership secured with local bank
New loan amount 85
Repeat loans 543
Gross Revenue 284
NPL 82
OPEX* 90
CLV 112
*includes: marketing, scoring, processing, collection
5. FULLY AUTOMATED, CLEAR, EFFICIENT AND EFFECTIVE PROCESS
Strong core expertise in risk management
Prospecting
Acquisitions
Customer
Management
Collections
Fraud detection
Identity
Data
Analytics
Intelligent
Reporting
Scoring systems are updated continuously driving the NPL rate down, whilst
maximizing approval rates
Multiple data sources, ongoing works on R&D
Online applications, internal data and black list, automatic identity solutions
based on credit history file, x-matching algorithms, external data sources (credit
bureau, telecoms, device id, telecoms, account information), rating models, grey
zone manual verification
Collection efficiency
Collection after 1d+ until the write off is an important revenue contributor
Automated (autodialer, SMS and email notifications) and manual (collectors)
collection are run simultaneously
Overdue loans are divided into 5 buckets:
1 – 15 days: in-house client manager
16 – 60 days: soft in-house collection
61 – 120: in-house collection
120 – 365: external collection (3 stages of collection agencies)
365+: legal collection / portfolio sale
Over 70% of the cash flow is collected in-house, minimizing collection costs
Collection department has clear KPIs on debtor contact intensity and skip tracing
Unprecedented reduction of NPL rate*
Scoring systems was
quickly adjusted to tackle
worsening economic
situation in Russia
0%
10%
20%
30%
40%
50%
60%
NPL was successfully
reduced to sub-10%
8%
Risk technology in origination and collection process
6. -
200
400
600
800
1 000
1 200
1 400
1 600
сен.12 янв.13 май.13 сен.13 янв.14 май.14 сен.14 янв.15 май.15
Gross loan costs (RUB) Net loan cost (RUB)
THE COMPANY IMPLEMENTS AN EFFICIENT STRATEGY OF ATTRACTING NEW CUSTOMERS
Client acquisition model
Client acquisition costs
Marketing costs are
partially covered by
traffic recycling
3% of
issuance
volume
The Company has a multi-channel client acquisition strategy with a focus on optimizing the costs and increasing brand awareness:
□ Search engine optimization (SEO): largest acquisition channel with the lowest client acquisitions costs
□ Direct marketing: email, telecom, SMM targeting new and existing clients
□ Leads (CPA): payment per loan or per application
Online: integrated with all major lead generators
Offline: offline partnership program launched in 2014 includes partnership with major national banks and brokerage firms
□ Search engine advertising: the most expensive, but easiest channel to scale
Since inception CAC has been reduced to sub 5% of issuance level
7. Web analytics, user behavioral tracking, unstructured data
Client payment behavior, Telecoms
Device identity
Additional credit bureau file aggregation and consolidation
Risk technology in origination process
CLEAR, EFFICIENT AND EFFECTIVE PROCESS
Data
Analytics
Reporting
Acquisitions
Fraud Detection
Identity
Social networks
Government services
Pension funds data
Bank account data
Standartised global methodology incorporating risk analysis,
cash flows, client life time values, collection and verification
KPIs, daily, weekly and monthly reporting, automatics
system triggers, regular credit scoring monitoring
Tools: Tableau, in-house development
Supporting local analytics team
Global In-house models development methodology
based on worlds best practice algorithms
Tools: SAS Enterprise Miner, SAS Analytics Pro, SAS
Scoring Module, SAS Text Miner
Standartised decision making and business process
adopted locally with data providers and information sources,
legal and market experience
Standartised mechanism for x-matching algorithms based
on available data and application inconsistencies, contact
data, device fingerprint, previous applications, application
inconsistencies, external data sources
Local external data providers
Credit history file analysis algorithms
Manual validation of grey zone (“special questions”
methodology)
Localised data patterns
External providers
Legislative compliance
Global Local
8. • 13 years of work experience in banking and
finance
• Previously held various positions at Deutsche
Bank, Renaissance Capital and RBS within
debt capital markets in London and Moscow
• Graduated from Cambridge University with a
degree of Master in Economics
Boris Batin, PhD
Co-founder, Chief Executive Officer (CEO)
• Over 9 years of experience in banking and finance
• Previous experience: Deutsche Bank, London
• Holds Chartered Financial Analyst degree
• Graduated from Imperial College with a degree of
Master in Finance
Alexander Dunaev, CFA
Co-founder, Chief Operational Officer (COO)
• 9 years of work experience in risk management
• Previously worked as Head of Russia & CIS
Experian Analytics
• Graduated from Moscow State University of
Economics, Statistics and Informatics
Ekaterina Kazak
Chief Risk Officer (CRO)
• 12 years of experience in software
development, including development of high-
load applications and financial systems
• Previous experience: Lead developer at
Itransition
• Graduated from Belorussian State University
Pavel Shareyko
Chief Technical Officer (CTO)
MoneyMan management team
STRONG TEAM – CENTRALISED CORE EXPERTISE
9. Disclaimer
This document and its contents are confidential and may not be reproduced, redistributed, published or passed on to any other person, directly or indirectly,
in whole or in part, for any purpose.
This presentation is not directed to, or intended for distribution to or use by, any person or entity that is a citizen or resident of, or located in, any locality,
state, country or other jurisdiction where such distribution or use would be contrary to law or regulation or which would require any registration or licensing
within such jurisdiction.
The information in this presentation has not been independently verified. No representation or warranty, express or implied, is made as to the accuracy,
completeness or fairness of the presentation and the information contained herein and no reliance should be placed on such information.
This presentation contains forward-looking statements, which include all statements other than statements of historical facts, including, without limitation,
any statements preceded by, followed by or including the words “targets”, “believes”, “expects”, “aims”, “intends”, “may”, “anticipates”, “would”, “could” or
similar expressions or the negative thereof. Such forward-looking statements involve known and unknown risks, uncertainties and other important factors
beyond the company’s control that could cause the company’s actual results, performance or achievements to be materially different from future results,
performance or achievements expressed or implied by such forward-looking statements. Such forward-looking statements are based on numerous
assumptions regarding the company’s present and future business strategies and the environment in which it will operate in the future. These forward-
looking statements speak only as at the date of this presentation. The company expressly disclaims any obligation or undertaking to disseminate any
updates or revisions to any forward-looking statements contained herein to reflect any change in its expectations with regard thereto or any change in
events, conditions or circumstances on which any of such statements are based.