Muhammad Ali Syed

Research and development of problem solving systems for the Aerospace domain

Developed an analytics pipeline to detect causal patterns in industrial data - Designed and implemented a python framework to adapt existing state-of-the-art Java and Python algorithms in a plug-and-play manner - Chose and evaluated suitable sequence mining algorithms based on real world industrial data - Used a Graph Database to store the results as Linked Data that can be queried interactively using Sigma.js library - Discovered causal patterns in event data to enhance the process of alarm management

Market Customization Program (MCP) - Core developer for an in house feature life-cycle and project management tool. Responsibility included weekly meetings for requirement elicitation, implementation, and verification. - Responsible for maintenance and query development of the central data warehouse for the MCP. - Responsible for developing automation tools for tedious manual tasks using Python, Selenium, & JavaScript

- Core developer for an in house analytics and monitoring platform for services. - Developed prototypes and features for ongoing projects using PHP & JS

Machine Learning, Data Mining, Computer Vision, Algorithmic Game Theory, Software Architecture, Software Project Management

High Performance Computing, Design Patterns, Software Engineering