At St. Francis Institute of Technology, I built PlaceIQ, an institute-wide placement platform with 66+ features covering eligibility, applications, interviews, and offers. I also engineered an explainable resume–JD matching engine using a 118-skill taxonomy, without external APIs.
I developed AutoQPG, an ML-based question-paper generation platform, and built Failure-Aware Search Agents, which use DPO to detect retrieval uncertainty and trigger adaptive re-search. I fine-tuned Transformer models with QLoRA and orchestrated search, verification, and response-composer agents.
On UrbanYantra, I created an AI-powered geospatial decision-support platform that identified Urban Heat Island hotspots with 92% precision. At Bisleri International Pvt. Ltd. (HQ), I improved data query performance by 40% and reduced reporting turnaround time by 30% through data warehousing solutions and Power BI dashboards.
