Ayan Banerjee

About Ayan Banerjee

Experienced machine learning researcher and engineer with a specialization in Natural Language Processing (NLP), Recommender Systems, E-commerce, Knowledge Graph, Fraud Detection, ML Platform, and Graph Optimizations.Currently working at Machinify, focused on leveraging NLP/LLM techniques for healthcare applications. Previously, held positions at Microsoft where I served both as a Manager and Individual Contributor across various teams including Microsoft Shopping, Recommendation, Web Crawling and Indexing, and Knowledge Graph. Demonstrated leadership abilities by successfully guiding multiple projects from inception to deployment, such as implementing Fraud Prevention measures in Shopping, integrating web-scale data for Knowledge Graph using automated schema mapping and information extraction.

Experience

1. Senior Staff Software Engineer

   Machinify

   May 2024 — Present

Education

• Indian Institute of Technology, Kharagpur

  BTech, Electronics and Electrical Communication

  1999 — 2003

Skills

• Debugging
• Data Structures
• C
• Computer Architecture
• Allegro
• C++
• Algorithms
• Software Development
• Perl
• Eda
• Linux
• Verilog
• Vhdl
• Tcl
• Vlsi
• Computer Science
• Fpga
• Asic
• Compilers