I specialize in NLP, Generative AI, and production ML systems — taking ideas from research papers to deployed products.

Currently building agentic enterprise systems that help AI agents find the right information at Salesforce. Previously spent 11+ years across financial AI, recruitment tech, and enterprise ML, with a focus on RAG pipelines, LLM fine-tuning, and retrieval systems.

I also moderated the Natural Language Processing (NLP) Interest Group of MLCollective for 2+ years, where I presented deep dives on topics ranging from open-domain QA to reasoning models.

Some notable projects.

• Understanding Backpropagation and AutoDiff in depth — Most viewed article on this site.
• YouTubeBuddy — Find what you need from any video, podcast, or channel (10K+ users)
• NLP Paper Presentations — Research walkthroughs on YouTube
• Open-Domain QA Playlist — End-to-end series on retrieval-based QA
• Multimodal Action Recognition — Combining modalities for decision-making