At Hexoforge LLC, I fine-tuned Gemma 4 31B with hybrid RAG retrieval over mortgage document collections, using vLLM and Qdrant-indexed data.
I also engineered guardrails for off-topic and sensitive conversations, and integrated Mem0 memory with Qdrant and Neo4j for cross-session personalization.
I built and deployed a multi-tenant HRM platform with Next.js 14, FastAPI, and PostgreSQL. In personal projects, I built an automated tech news pipeline and a resume analysis tool that processed 100+ resumes.
