Multi-provider RAG pipeline
2025TechiZen — 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
2025HireZapp — 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