Ashutosh Tiwari

At Webkul Software, I build production-grade AI features including an embedding-based product recommendation system using FastEmbed and vector embeddings for semantic search across large product catalogs.

I architected an LLM-driven NL2SQL dashboard using Groq and OpenAI LLMs to turn natural-language questions into validated SQL queries and business insights. I also optimize real-time inference with cosine similarity and modular API endpoints.

I’ve contributed to Webkul’s best-selling Hotel Management System, payment integrations, pricing engine, channel manager, and an interactive Gantt interface. My projects include intrusion detection and sentiment analysis pipelines built with supervised machine learning and NLP techniques.