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all work

selected projects and experiments

Multi-provider RAG pipeline

2025

TechiZen — Vertex AI, AWS Bedrock, Ollama

Engineered RAG across Google Vertex AI, AWS Bedrock and Ollama using LangChain, handling 1,500+ contextual queries/month as the platform's core knowledge backbone.

LangChainVertex AIRAG

Candidate ranking system

2025

HireZapp — FastAPI screening automation

Engineered candidate ranking with FastAPI, reducing resume screening from 15 mins to <2 mins per candidate. LLM entity extraction with LangChain & Gemini at 95%+ accuracy.

FastAPILangChainGemini