The key objective is to build an Automated Machine Learning platform to bring the benefits of Artificial Intelligence and Machine Learning accessible to everyone. Empower business and individuals to develop their own ML solutions without the hassle of knowing complex algorithms.
o Understanding of complex models and algorithms which needs to be regulated for optimal performance.
o Providing an easy and concise way to develop own AI and ML solutions.
o Cloud based Python AutoML SDK can be integrated with leading standard AutoML providers in the Industry, currently supporting Azure, Google, H20.ai AutoMLs.
o Writing Python code with Flask Rest API for each steps of the app for production.

The key objective was to develop an intelligent Financial Prediction Model for extracting investor behavior in the USA stock market, so as to increase the availability of decision support data and hence increase investor satisfaction. The model was built based on quarterly data and deals with stock portfolio analysis of the institutional investors.
o Individually evaluate the relationship with an investor and a stock for Owner & Non-Owner models
o Use Azure data mining model and statistical technique (Algorithm)
o Handle “imbalance classification of data using Python-scripts” in MS Azure ML Studio
o Accuracy: Move accuracy from current ~54% to >65%
o Automation of scripts for data preparation using Python Script.

Purpose and requirements:
• Create a high quality and reusable nonprofit digital transformation showcase demo that cover all three clouds (Azure, Office 365 and Dynamics) based on real nonprofit impact stories.
• Align the demo to the nonprofit Digital transformation pillar scenarios to showcase Office 365 productivity and collaboration, Dynamics 365, Azure, Power BI, chat bots (AI) etc.
• The demo will be based on real world nonprofit scenarios. In some cases (e.g. Dynamics and AI) we will create the demo based on the scenarios in progress.
Responsibilities:
• Committed to delivering technology solutions that are accessible and affordable for nonprofits everywhere.
• Donations and discounts are available for cloud solutions including Power BI, SharePoint, Azure, and more.
• To develop a Power BI based Analytics demo Application focused on donation data with interactive and drill down reporting.
• Medical Teams International takes advantage of Microsoft technology and the power of digital transformation to save lives.
Environment: Microsoft Power Apps, Microsoft SharePoint Cloud, Microsoft Flow, Microsoft Power BI, Microsoft Azure Cloud.