Working with data is more than just a profession; it is the fulfillment of a deep
passion and aspiration. Drawing upon my comprehensive expertise and skills
acquired throughout my academic and professional journey, along with a
wealth of experience, I am driven to embrace fresh challenges and actively
participate in innovative and exhilarating projects
20/10 Vision: Building A 21st Century Market Research OrganizationGregory Weiss
A strategic vision to create a 21st century market research organization, leveraging technology to provide value-added services and get more return from staff research efforts
20/10 Vision: Building A 21st Century Market Research OrganizationGregory Weiss
A strategic vision to create a 21st century market research organization, leveraging technology to provide value-added services and get more return from staff research efforts
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Opt...HAKKACHE Mohamed
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
TitleImproving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Show drafts
volume_up
Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
StarCompliance is a leading firm specializing in the recovery of stolen cryptocurrency. Our comprehensive services are designed to assist individuals and organizations in navigating the complex process of fraud reporting, investigation, and fund recovery. We combine cutting-edge technology with expert legal support to provide a robust solution for victims of crypto theft.
Our Services Include:
Reporting to Tracking Authorities:
We immediately notify all relevant centralized exchanges (CEX), decentralized exchanges (DEX), and wallet providers about the stolen cryptocurrency. This ensures that the stolen assets are flagged as scam transactions, making it impossible for the thief to use them.
Assistance with Filing Police Reports:
We guide you through the process of filing a valid police report. Our support team provides detailed instructions on which police department to contact and helps you complete the necessary paperwork within the critical 72-hour window.
Launching the Refund Process:
Our team of experienced lawyers can initiate lawsuits on your behalf and represent you in various jurisdictions around the world. They work diligently to recover your stolen funds and ensure that justice is served.
At StarCompliance, we understand the urgency and stress involved in dealing with cryptocurrency theft. Our dedicated team works quickly and efficiently to provide you with the support and expertise needed to recover your assets. Trust us to be your partner in navigating the complexities of the crypto world and safeguarding your investments.
Best best suvichar in gujarati english meaning of this sentence as Silk road ...
BUSINESS ANALYST
1. Working with data is more than just a profession; it is the fulfillment of a deep
passion and aspiration. Drawing upon my comprehensive expertise and skills
acquired throughout my academic and professional journey, along with a
wealth of experience, I am driven to embrace fresh challenges and actively
participate in innovative and exhilarating projects
33 years
+212 6 73 18 96 08
Hakkache.mohamed@gmail.com
Mohamed HAKKACHE
Business Analyst / BI Analyst /
Data Scientist
Certified Lean Six Sigma Black Belt
by IASSC
Tangier, Morocco
Professional experience
• Perform relevant analysis on processes and operations and provide insights into improvement areas to focus on.
• Support various improvement / optimization by providing the voice of data to the involved teams.
• Identify valuable insights using statistical processing of the available data to feed the Kaizen initiatives across the organization.
• Act as a sparring partner for management when it comes to providing data-based insights in various operational areas.
• Act as a focal point in collaboration with the IT department to further develop the Needed Dashboards and Reports on
MicroStrategy (the Business Intelligence solution).
• Develop front-end part of the BI solution on Microstartegy (creating attributes, metrics, prompts ,reports and Dashboards) and
assign data accessibility rights as defined in the organization's guidelines.
• Act as the company’s super user of the BI solution while promoting the self-service capabilities among business users and
supporting the learning curve of the organization.
• Develop data collection methods for the future Data projects (data mining and modelling projects).
• Act As focal point for data related projects and Answer APMT Management queries regarding the evolutions of the defined
Mudas .
• Oversee the reporting of all operational performance indicators both internally and externally.
• Support the other departments (Automation /Maintenance and Repair) by conducting the Weekly and Monthly Analysis of the
Motion and flow : (traffic analysis SC to ARMG and STS; increasing equipment efficiency, increasing safety of driving patterns,
optimize speed and energy consumption Optimization of automated and manual cycles .
• Set up and conduct regular user training courses on the BI solution for the new joiners.
• Leverage the capabilities of the BI solution to set internal control checkpoints for the organization regarding frauds and internal
risk controls .
• Take charge of overseeing and managing the process of transitioning from the Microstrategy business intelligence platform to
Power BI, ensuring a smooth and successful migration.
• Coordinate and execute the migration of reports and dashboards developed on the Microstrategy platform to Power BI, while
also establishing comprehensive training courses for both management and employees to ensure a seamless transition and
proficient utilization of the new system.
• Provide comprehensive support to the Other Terminals team (Los Angles , Algésiras , Rotterdam) in developing impactful
reports and dashboards, assisting them in harnessing the power of data-driven insights.
Business analyst at APM Terminals Medport Tangier from January 2020 to April 2023
• Review new plans and change sheets sent by the CFD for costing purposes or products that meet the new definitions, taking
into account Lear standards and standards.
• Study material and time offers with a view to improving them and reducing costs .
Product Engineer at LEAR E-System in Tangier from September 2018 to January 2020
Core knowledge and skills
Business
intelligence
Machine
learning
Data
Analysis
Agile management of Business Intelligence
and Advanced Analytics projects
Project
Managment
2. • Prepare the necessary documentation to launch a modification or a new production (Cutting Sheet, BOM, APD time, ...). Provide
the necessary information for the development of products or the implementation of changes to the various departments of
the plant: Production, Logistics, Process, Equipment, Finance .
• Enter all the technical data on Cap XC, validate it by the Cap XC manager and generate all the documentation Range, BOM, UCS,
APD Time .
• Coordinate with the Car Leader and the team involved in the project the launch of the production.- Define the new crimping
tools and the new counter parts of the OLT following the changes, and inform the technicians and equipment manager for the
provision of equipment (tools , assembly board and OLT programs) .
• Define the BOM and control the raw material recorded on BOM via the tear-down - Ensure that the necessary improvements
are implemented in order to achieve the pre-defined quality objectives as part of the management of the plant.
• Elaborate the necessary data for the feasibility study of new projects, prototypes, pre-series and modifications requested by the
client and participate in the development of PFMEAs for new projects and processes.
• Ensure the approval of prototypes and samples with the customer.
• Maintain contact with Customer Engineering and CFD for any requests for explanations, specifications, etc. relating to the
product development process.
• Implement and develop improvements related to "Best Practices“.
• Elaborate APD times and customer times, have them approved by Car Leader.
• Oversee the implementation of Lear's standards internally and to outsource, establish the update of internal procedures of the
department
• Synthesize monthly the situation of the projects and the parameters of the Car Key
• Ensure the application of the guidelines and directives defined by the Engineering department, Reporter hierarchically and
functionally to the Car Leader
Production Supervisor at Maracof in Ouarzazate from December 2017 to January 2018
• Conduct weekly transportation programs for sodium nitrate and protium nitrate.
• Ensure training and standardization of good practices.
• Carry out preventive maintenance plans and evaluate the effectiveness of subcontractors.
• Manage the Truck and Lift Truck Park.
• Control and optimize the consumption of diesel.
• Follow the movement of potassium nitrates and sodium nitrite inside the construction site.
Trainee at LEAR Electronics in Rabat from January 2017 to April 2018
• Realization of a process mapping (Process Mapping, Flow Chart, SIPOC, VSM).
• Planning of data collection, data collection.
• Studying the capability of the FA process.
• Investigating Root Causes (Ishikawa, Pareto, 5Why, Brainstorming, Affinity Diagram, Weighted Vote).
• Studying the correlation, the regression of the root causes and realization of the plans of experiments (Modelization and
simulations with the help of Flexim).
• Proposing solutions inspired by visual management and IT solutions to streamline and accelerate the flow of information,
increase the rate and speed of data insertion and automate the writing of the FA report (Report FA = product / Customer
Process FA = external quality).
• Choosing and implementation of optimal solutions (brainstorming, strength / weakness diagram, multicriteria decision).
• Realization of the procedures to standardize the steps to follow.
"40% reduction in FA process cycle time-15% increase in data insertion rate - Automated report writing".
Trainee at LEAR Electronics in Rabat from January 2017 to April 2018
• Realization of a mapping of the TT30 injection workshop and data collection.
• Research potential opportunities for improvement in the TT30 workshop.
• Brainstorming to prioritize problems (affinity diagram, weighted vote, Pareto).
• Analysis and research root causes for the following problem: Scrap rate in line 3 is higher than other lines. (Brainstorming, 5
whys, Ishikawa diagram, weighted vote, Pareto).
• Design of conveying tables to eliminate direct contact between parts and dynamic racks (avoid tissue tears and rod damage).
• Exploitation of the conveying tables to store the parts of work in a clean way.
• Standardization of the method of conveying parts between stations.
• Modeling and simulation of the TT30 workshop with Flexism (current state, future state).
"The expected gain using simulation = reduce the scrap rate by 15%"
3. State Engineer in Industrial Engineering
The School of Textiles and Clothing Industries (ESITH) in Casablanca 2011 - 2015
Higher Engineering School Preparatory Classes (CPGE) – Taza, Morocco from 2008 to 2011
Education
2-year intensive program preparing for the national competitive exam for entry to high studies engineering schools
Baccalaureus in Mathematical sciences – Taza, Morocco - 2008
Honorable mention : Very good
Achievements and certificates
Certificates and trainings
“Google Business Intelligence Specialization” | Google| May 2023
• Training and certification by Google in Business Intelligence: License WPGM4RJKFJYQ
• Foundations of Business Intelligence : License BUMVU85NHKS3
• The Path to insights : Data Models and Pipelines : License A28672PYB7VP
• Decisions : Dashboards and Reports : License S8PPP4K56BKC
“Google Data Analytics Specialization” | Google| April 2023
• Training and certification by Google in Data Analytics : License MSARE4DERMGD
• Foundations: Data, Data, Everywhere : License VJCJG3G6AEXZ
• Ask Questions to Make Data-Driven Decisions : License K3GQ96VUUF6W
• Prepare Data for Exploration : License FVG98BHMTA5U
• Process Data from Dirty to Clean : License N59CFSJ597CH
• Analyze Data to Answer Question: License GATLVYFNC89W
• Share Data Through the Art of Visualization: License K66QVQ7ZFJYB
• Data Analysis with R Programming: License DWM9WGX8U35K
• Google Data Analytics Capstone: Complete a Case Study : License Z237VLZ49FU7
“Google Project Management Specialization” | Google| April 2023
• Training and certification by Google in Project Management : License L3C5MGKCY37A
• Foundations of Project Management : License WJT36JWLZWMT
• Project Initiation: Starting a Successful Project : License WGQMJS4KKSFQ
• Project Planning: Putting It All Together : License U7664E4NZN83
• Project Execution: Running the Project : License VLSKZY3QCHTR
• Agile Project Management : License LPAKFWWW2ECS
• Capstone: Applying Project Management in the Real World: License LATT2X4FYSW6
“Agile with Atlassian Jira” | Atlassian University | February 2023
• Training and certification by Atlassian in Agile : License J3PLJ4JLKUNM
• Version Control with Git by Atlassian: License QU2PS5W49BKR
4. “Deep Learning Specialization” | Deeplearning.ai | June - July 2018
• Training and certification by deeplearning.ai in deep learning and neural networks : License DG7HB99ZKMPH
• Neural Networks and Deep Learning : License GBVPUGG5ZF5V
• Improving Deep Neural Networks: Hyper-parameter tuning, Regularization and Optimization : License EWRK3GUL4Y97
• Structuring Machine Learning Project : License 8L8MXHRMWG44
• Convolutional Neural Networks : License GEJYQSVEA72T
• Sequence Models : License H8593MYHQZH9
“An Introduction to Pratical Deep Learning” | Intel| June - July 2018
▪ Training and certification by par Intel License : ECG4ATEF6PGD.
“Apache Hadoop Essentials” | HORTONWORKS University| June - July 2018
▪ Training and certification by HORTONWORKS University in the Apache Hadoop framework License : okwav2visay2
“Machine Learning” | Stanford University | May - July 2018
• Training and Certification by Stanford University in Machine Learning. License : T9FH5K3YTNUM
“Applied Machine Learning in Python” | Michigan University| May - June 2018
• Training and certification by the University of Michigan in machine learning with python. License V2J5BACYPXHX.
“Practical Time Series Analysis” | New York University| May - June 2018
• Training and certification by the University of New York in the modelling and prediction of time series with the language R.
License : KFTXNNETF8W7.
Trainings and Badges |IBM Digital – Nation Africa et IBM Watson Academy |June - July 2018
- Natural Language Processing - Watson and Cloud Foundations - Cloud Introduction - Artificial Intelligence Introduction -Internet of
things introduction - Data Science Analytics Intro - Chat-bot - Artificial Intelligence - IBM Watson - Computer Vision-Bluemix
Essentials
Trainings and Certifications| IBM Cognitive Class |March - May 2018
Hadoop - Data privacy fundamentals – Python - Data Analysis with Python - Data visualization with Python - Accelerating Deep Learning
with GPU - Big Data - Introduction to data science - Deep Learning with TensorFlow – Statistics - Data science Hands-On with Open
Source Tools -Deep Learning fundamentals - Mathematical optimization for business problems -Machine Learning with python-Machine
Learning : Dimensionality Reduction - R - Python for Data Science
Trainings and Certifications | OpenClassroom | April - June 2018
Learn to learn /Understanding the web /Start your project with Python/Discover object-oriented programming with Python /Discover
how algorithms work / Perfection in Python /Discover and clean up your dataset /Manage your team with a Scrum /Introduce yourself
to relational algebra with SQL /Analyzing and modeling the time series /Design the Big Data Architectures .
Lean Six Sigma Black Belt | IASSC |Juin – Octobre 2016
Training and certification by : International Association for Six Sigma Certification (IASSC), Arizona , USA. License : 1-2244
Hobbies
• Reading
• E-learning
Languages
• Arabic : Native
• English : Fluent
• French : Fluent
Useful links
Personal qualities
• Results focused
• Lifelong learner
• Reliable
• Critical mind
• Hard & smart worker
About me
https://www.linkedin.com/in/hakkache-
mohamed-7b5676104/
https://www.credly.com/users/h
akkache-mohamed/badges
https://www.medium.com/@hakkach
e.mohamed