Work

Rapidflare

Building AI-powered solutions from the ground up.

fabric

Worked on large-scale distributed systems and ML features for e-commerce platform.

• Transformed legacy loyalty system to strongly consistent platform, processing $1B+ GMV with 99.99% SLA
• Designed ML features: product description generation, auto-categorization using LLM, Clustering, AWS Bedrock, VectorDB
• Built chatbot processing natural language queries into API calls using RAG and GenAI
• Developed real-time promotion engine handling 200+ TPS with P90 <100ms latency
• Implemented high-performance financial reporting micro-service for billions in financial data

RAx Labs

Research and development of NLP algorithms for scientific literature. Acquired by Enago.

• Improved summarization algorithm for research papers, achieving 10x efficiency increase for researchers
• Deployed semantic search beating state-of-the-art by 10% in NDCG@10
• Developed keyword extraction algorithm for automatic paper categorization

Fero.AI

Built ML-powered optimization and search systems for logistics and media.

• Built scalable delivery route planning micro-service achieving 20% cost reduction using OR-tools
• Designed reverse video search engine for fact-checking at 10K video scale using FAISS

Ahmedabad University, India