Microsoft

Keywords Time series analysis, Software Engineering
Role Data and Applied Scientist Intern
Timeline May 2021 - Aug 2021

Highlights

  • Received full-time offer following the internship

Analyzing employee priorities using machine learning

  • AI graph is a user-centric graph with user’s emails, meetings, documents as nodes and topics, associated people as edges.
  • Developed a graph parsing algorithm to extract user’s topics and used heuristic scores to quantify user-topic relevance.
  • Used Holt-Winters models for time-series analysis and visualized interactive spider & radar charts using D3.js