The document discusses predicting next actions based on available information. It mentions Hady Shendy as an innovator and provides his contact information. It also references concepts like A3 Predict Manager, blocks with ISO A sizes ratios, and includes an image credited to Mohamed Nabih.
Designing a reactive data platform: Challenges, patterns, and anti-patterns Alex Silva
Presentation given at the O'Reilly Software Architecture Conference in NYC, April 2016.
Covers the key architectural decisions made behind the design of a reactive self-service data ingestion analytics platform that is able to fulfill several business use cases at massive scale, both at real-time and batch scopes, while leveraging and integrating Kafka and Spark in an efficient, easy to use way.
The presentation describes a message-driven, reactive and distributed design that leverages REST and Hypermedia protocols, and several open source frameworks and platforms, including Akka, Kafka, Hadoop and Spark.
NYAI - Commodity Machine Learning & Beyond by Andreas MuellerRizwan Habib
Commodity Machine Learning - (Andreas Mueller)
Recent years have seen a widespread adoption of machine learning in industry and academia, impacting diverse areas from advertisement to personal medicine. As more and more areas adopt machine learning and data science techniques, the question arises on how much expertise is needed to successfully apply machine learning, data science and statistics. Not every company can afford a data science team, and getting your PhD in biology, no-one can expect you to have PhD-level expertise in computer science and statistics.
This talk will summarize recent progress in automating machine learning and give an overview of the tools currently available. It will also point out areas where the ecosystem needs to improve in order to allow a wider access to inference using data science techniques. Finally we will point out some open problems regarding assumptions, and limitations of what can be automated.
Andreas is an Research Engineer at the NYU Center for Data Science, building open source software for data science. Previously, he worked as a Machine Learning Scientist at Amazon, developing solutions for computer vision and forecasting problems. He is one of the core developers of the scikit-learn machine learning library, and has co-maintained it for several years.
His mission is to create open tools to lower the barrier of entry for machine learning applications, promote reproducible science and democratize the access to high-quality machine learning algorithms.
MQTT is an alternative lightweight and highly reliable protocol compared to the HTTP.
In these series of slides I reiterate the strengths of the MQTT protocol.
Stephen Nicolas shares pretty exciting data on MQTT-HTTP comparison http://stephendnicholas.com/archives/1217
Designing a reactive data platform: Challenges, patterns, and anti-patterns Alex Silva
Presentation given at the O'Reilly Software Architecture Conference in NYC, April 2016.
Covers the key architectural decisions made behind the design of a reactive self-service data ingestion analytics platform that is able to fulfill several business use cases at massive scale, both at real-time and batch scopes, while leveraging and integrating Kafka and Spark in an efficient, easy to use way.
The presentation describes a message-driven, reactive and distributed design that leverages REST and Hypermedia protocols, and several open source frameworks and platforms, including Akka, Kafka, Hadoop and Spark.
NYAI - Commodity Machine Learning & Beyond by Andreas MuellerRizwan Habib
Commodity Machine Learning - (Andreas Mueller)
Recent years have seen a widespread adoption of machine learning in industry and academia, impacting diverse areas from advertisement to personal medicine. As more and more areas adopt machine learning and data science techniques, the question arises on how much expertise is needed to successfully apply machine learning, data science and statistics. Not every company can afford a data science team, and getting your PhD in biology, no-one can expect you to have PhD-level expertise in computer science and statistics.
This talk will summarize recent progress in automating machine learning and give an overview of the tools currently available. It will also point out areas where the ecosystem needs to improve in order to allow a wider access to inference using data science techniques. Finally we will point out some open problems regarding assumptions, and limitations of what can be automated.
Andreas is an Research Engineer at the NYU Center for Data Science, building open source software for data science. Previously, he worked as a Machine Learning Scientist at Amazon, developing solutions for computer vision and forecasting problems. He is one of the core developers of the scikit-learn machine learning library, and has co-maintained it for several years.
His mission is to create open tools to lower the barrier of entry for machine learning applications, promote reproducible science and democratize the access to high-quality machine learning algorithms.
MQTT is an alternative lightweight and highly reliable protocol compared to the HTTP.
In these series of slides I reiterate the strengths of the MQTT protocol.
Stephen Nicolas shares pretty exciting data on MQTT-HTTP comparison http://stephendnicholas.com/archives/1217
STARTUP INCUBATORS -As an Opportunity for Entrepreneurship
What are startup incubators?,
What do they provide?,
Incubator companies in India,
services provided by Incubators,
Phases of Incubation,
Reasons to join business incubators,
Process of Startup Incubators,
The key ingredients,
The changing role of startup incubators,
Examples of startup incubators.
4 Out of 5 customers find engaging with their insurance company boring, tedious, confusing and a necessary evil. Start creating more engaging experiences today with user engagement design
APWiMob 2014 (Bali, 28-30 August 2014) CFPArief Gunawan
About APWiMob
APWiMob is international event in Asia Pacific designed for audience working in the wireless communications and mobile technology communities. As the Asia Pacific conference focusing on wireless and mobile technologies, APWiMob is very suitable for wireless communications researchers, industry professionals, and academics interested in the latest development and design of wireless systems and mobile technologies.
Sponsored by the IEEE Communications Society Indonesia Chapter, APWiMob has a strong foundation of bringing together industry and academia. In 2014, Bali will become the wireless foundation by hosting APWiMob 2014. The conference will include technical sessions, tutorials, and technology and business panels. You are invited to submit papers in all areas of wireless communications and mobile technologies, networks, services, and applications.
Predict what are the next actions while you are managing your task and how to achieve its objectives, no matter what is your niche, A3 Predict Manager Process will guid you to deliver your task's goals
as Samsung safety truck to guide drivers what a head
This presentation gives an overview of my experience with Open Data so far, and outlines a method which helps organisations to publish Open Data in a sustainable and safe manner.
Presented at Wuthering Bytes conference, Intelligent Towns day in Hebden Bridge, 29th September 2015.
Marvin Paver - Closing Keynote, Data Analytics
The APM Scotland Branch have continued the face-to-face Branch Conference series with a full day event on 7 September 2023.
Considering our ever changing environment is a vital skill for a Project Manager as they bring together a wide range of knowledge and expertise to fulfil projects in an ever evolving world where data, artificial intelligence and sustainability all play an important part
Martin Paver - APM Scotland Branch Conference 2023: Net Zero Nation and Susta...APMDonotuse
Marvin Paver - Closing Keynote, Data Analytics
The APM Scotland Branch have continued the face-to-face Branch Conference series with a full day event on 7 September 2023.
Considering our ever changing environment is a vital skill for a Project Manager as they bring together a wide range of knowledge and expertise to fulfil projects in an ever evolving world where data, artificial intelligence and sustainability all play an important part
Getting SEO done - Why thinking agile is the best SEO skill in 2020 - SEOday ...Charlie Williams
In this talk at SEOday in January 2020, I spoke to the audience about how the best SEO (& content strategy) skill isn't a coding language, keyword research technique or digital PR tactic. It's the ability to get your SEO recommendations actually put in place. To have a mindset of constant improvement & working towards a 'perfect' website - something that's not achievable, but gets you in the right mindset.
Commercial Break: Linked Data for Businesszbeauvais
This is a talk I gave as part of a Talis Platform Open Day. I give a very broad overview of linked data for business, pointing out areas for opportunity. I also introduce Kasabi, Talis' stealth-mode Data Market project.
Mastering AI Integration & Innovation Unlocking Enterprise SuccessAlexander Hendorf
Business growth today depends not just on adopting new software tools, but on integrating them with data and AI technologies -mostly Open Source Software. By embedding your organization's expertise in AI models, you can not only persist and scale knowledge to maintain a competitive advantage but also free creative resources for new business models. Instead of being swayed by the noise on eg. LinkedIn and other people's ideas and successes, focus on building your own data & AI solutions.
1. AI Implementation: Moving beyond a high-level understanding of AI, we'll explore guidelines and best practices for identifying the right starting point for AI adoption in your business.
2. From Prototypes to Production: Although open source and boilerplate code make prototyping easier, we'll examine various use cases to understand how to transition from prototypes to production, and other options to consider.
3. Navigating the Journey: Learn best practices for dealing with your business's legacy systems and determine when migrating to Open Source is a viable plan.
4. Driving Impact at Scale: Innovation encompasses various elements, including cloud, open source software, software engineering, and corporate culture. We'll discuss architectural best practices for managing multiple components simultaneously.
5. Overcoming Inexperience: If you have the necessary resources but lack experience, discover how to identify missing elements and accelerate progress in your digital transformation journey.
Each of these insights will be supported by real-life use cases, demonstrating the challenges and solutions involved in maximizing AI's value for your business and maintaining a competitive edge. Furthermore, integrating AI effectively can also enhance company culture and contribute to happier, more engaged employees, creating additional value for your organization.
How to Open Source an Internal Project
Presented at: All Things Open RTP Meetup
Presented by: VM Brasseur
Abstract: Your company is going to release an internal project as open source. Are you ready for your new responsibilities? You could just throw the code up on a forge (like GitHub, GitLab), but it's unlikely to receive attention or provide much benefit to the company. Open sourcing an internal project requires a lot of thought & work.
Releasing a project as open source requires changes to the development/build/release workflow. This is not about the code per se; it’s about the processes & infrastructure that surround the code & that make the project successful.
This talk will introduce what you need to know & to expect before you release your internal project, including:
- Identifying company goals for the project
- Pre-release due diligence: licenses & code hygiene
- Community expectations & maintenance
- Processes which need to happen in the open
- Communication: internal & external
For more info on our Meetups: https://www.meetup.com/All-Things-Open-RTP-Meetup/
[Webinar] Groomed for Success: Dollar Shave Club Wins with ExperimentationChris Goward
In highly competitive consumer environments, businesses struggle to know how to stay ahead of the competition.
See how industry leaders like Dollar Shave Club have found out how the right kind of experimentation program gives them a sustaining advantage.
Watch the webinar here: https://www.widerfunnel.com/hello/groomed-for-success-dsc-webinar/
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
STARTUP INCUBATORS -As an Opportunity for Entrepreneurship
What are startup incubators?,
What do they provide?,
Incubator companies in India,
services provided by Incubators,
Phases of Incubation,
Reasons to join business incubators,
Process of Startup Incubators,
The key ingredients,
The changing role of startup incubators,
Examples of startup incubators.
4 Out of 5 customers find engaging with their insurance company boring, tedious, confusing and a necessary evil. Start creating more engaging experiences today with user engagement design
APWiMob 2014 (Bali, 28-30 August 2014) CFPArief Gunawan
About APWiMob
APWiMob is international event in Asia Pacific designed for audience working in the wireless communications and mobile technology communities. As the Asia Pacific conference focusing on wireless and mobile technologies, APWiMob is very suitable for wireless communications researchers, industry professionals, and academics interested in the latest development and design of wireless systems and mobile technologies.
Sponsored by the IEEE Communications Society Indonesia Chapter, APWiMob has a strong foundation of bringing together industry and academia. In 2014, Bali will become the wireless foundation by hosting APWiMob 2014. The conference will include technical sessions, tutorials, and technology and business panels. You are invited to submit papers in all areas of wireless communications and mobile technologies, networks, services, and applications.
Predict what are the next actions while you are managing your task and how to achieve its objectives, no matter what is your niche, A3 Predict Manager Process will guid you to deliver your task's goals
as Samsung safety truck to guide drivers what a head
This presentation gives an overview of my experience with Open Data so far, and outlines a method which helps organisations to publish Open Data in a sustainable and safe manner.
Presented at Wuthering Bytes conference, Intelligent Towns day in Hebden Bridge, 29th September 2015.
Marvin Paver - Closing Keynote, Data Analytics
The APM Scotland Branch have continued the face-to-face Branch Conference series with a full day event on 7 September 2023.
Considering our ever changing environment is a vital skill for a Project Manager as they bring together a wide range of knowledge and expertise to fulfil projects in an ever evolving world where data, artificial intelligence and sustainability all play an important part
Martin Paver - APM Scotland Branch Conference 2023: Net Zero Nation and Susta...APMDonotuse
Marvin Paver - Closing Keynote, Data Analytics
The APM Scotland Branch have continued the face-to-face Branch Conference series with a full day event on 7 September 2023.
Considering our ever changing environment is a vital skill for a Project Manager as they bring together a wide range of knowledge and expertise to fulfil projects in an ever evolving world where data, artificial intelligence and sustainability all play an important part
Getting SEO done - Why thinking agile is the best SEO skill in 2020 - SEOday ...Charlie Williams
In this talk at SEOday in January 2020, I spoke to the audience about how the best SEO (& content strategy) skill isn't a coding language, keyword research technique or digital PR tactic. It's the ability to get your SEO recommendations actually put in place. To have a mindset of constant improvement & working towards a 'perfect' website - something that's not achievable, but gets you in the right mindset.
Commercial Break: Linked Data for Businesszbeauvais
This is a talk I gave as part of a Talis Platform Open Day. I give a very broad overview of linked data for business, pointing out areas for opportunity. I also introduce Kasabi, Talis' stealth-mode Data Market project.
Mastering AI Integration & Innovation Unlocking Enterprise SuccessAlexander Hendorf
Business growth today depends not just on adopting new software tools, but on integrating them with data and AI technologies -mostly Open Source Software. By embedding your organization's expertise in AI models, you can not only persist and scale knowledge to maintain a competitive advantage but also free creative resources for new business models. Instead of being swayed by the noise on eg. LinkedIn and other people's ideas and successes, focus on building your own data & AI solutions.
1. AI Implementation: Moving beyond a high-level understanding of AI, we'll explore guidelines and best practices for identifying the right starting point for AI adoption in your business.
2. From Prototypes to Production: Although open source and boilerplate code make prototyping easier, we'll examine various use cases to understand how to transition from prototypes to production, and other options to consider.
3. Navigating the Journey: Learn best practices for dealing with your business's legacy systems and determine when migrating to Open Source is a viable plan.
4. Driving Impact at Scale: Innovation encompasses various elements, including cloud, open source software, software engineering, and corporate culture. We'll discuss architectural best practices for managing multiple components simultaneously.
5. Overcoming Inexperience: If you have the necessary resources but lack experience, discover how to identify missing elements and accelerate progress in your digital transformation journey.
Each of these insights will be supported by real-life use cases, demonstrating the challenges and solutions involved in maximizing AI's value for your business and maintaining a competitive edge. Furthermore, integrating AI effectively can also enhance company culture and contribute to happier, more engaged employees, creating additional value for your organization.
How to Open Source an Internal Project
Presented at: All Things Open RTP Meetup
Presented by: VM Brasseur
Abstract: Your company is going to release an internal project as open source. Are you ready for your new responsibilities? You could just throw the code up on a forge (like GitHub, GitLab), but it's unlikely to receive attention or provide much benefit to the company. Open sourcing an internal project requires a lot of thought & work.
Releasing a project as open source requires changes to the development/build/release workflow. This is not about the code per se; it’s about the processes & infrastructure that surround the code & that make the project successful.
This talk will introduce what you need to know & to expect before you release your internal project, including:
- Identifying company goals for the project
- Pre-release due diligence: licenses & code hygiene
- Community expectations & maintenance
- Processes which need to happen in the open
- Communication: internal & external
For more info on our Meetups: https://www.meetup.com/All-Things-Open-RTP-Meetup/
[Webinar] Groomed for Success: Dollar Shave Club Wins with ExperimentationChris Goward
In highly competitive consumer environments, businesses struggle to know how to stay ahead of the competition.
See how industry leaders like Dollar Shave Club have found out how the right kind of experimentation program gives them a sustaining advantage.
Watch the webinar here: https://www.widerfunnel.com/hello/groomed-for-success-dsc-webinar/
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
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
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
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.
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
1. This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
Innovated By: Hady
@HadyShendy
How To Predict Next Actions based on Available Info.?
+971-50-677-2874 A1PMi.com
Predict Manager Concept
Innovated By: Hady Shendy
@HadyShendy
+971-50-677-2874
2. This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
Innovated By: Hady
@HadyShendy
How To Predict Next Actions based on Available Info.?
+971-50-677-2874 A1PMi.com
A3PM (A3 Predict Manager)
This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
5 Blocks
With ratio of
ISO A sizes
3. This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
Innovated By: Hady
@HadyShendy
How To Predict Next Actions based on Available Info.?
+971-50-677-2874 A1PMi.com
This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
5 Blocks
With ratio of
ISO A sizes
4. This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
Innovated By: Hady
@HadyShendy
How To Predict Next Actions based on Available Info.?
+971-50-677-2874 A1PMi.com
This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
5. This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
Innovated By: Hady
@HadyShendy
How To Predict Next Actions based on Available Info.?
+971-50-677-2874 A1PMi.com
MAP
NAP
Imageby:MohamedNabih
@Mnabih123
This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
6. This work is licensed under the Creative Commons Attribution-
Non Commercial-No Derivatives 4.0 International License
Innovated By: Hady
@HadyShendy
How To Predict Next Actions based on Available Info.?
+971-50-677-2874 A1PMi.com