Aswin Pradeep C

Projects

Agentic day-trip planner that turns "I'm free on Saturday" into a verified, mapped, minute-by-minute itinerary. An 8-node LangGraph state machine with human-in-the-loop interrupts validates every stop against live Google Places and Routes data before it reaches the user, and a semantic validator strips any claim it can't trace back to verified data. Ships a Trip Auditor — a second Gemini agent whose entire tool surface is Arize Phoenix trace data over MCP, so it can explain why the planner made each decision.

LangGraphGeminiVertex AIFastAPIArize PhoenixMCPMapbox
LLMSearch GitHub ↗

AI-powered search tool for querying financial reports, mutual fund documents, and market research in natural language. Built with FastAPI, Streamlit, OpenAI embeddings, and Pinecone vector search.

OpenAIPineconeFastAPIStreamlit
PitchMailer GitHub ↗

AI orchestration platform for automated personalised job outreach, with an LLM pipeline that generates context-aware emails from retrieval-augmented company profiling. Async workflows on Celery and Redis handle multi-stage AI tasks — company research, prompt chaining, and rate-limited delivery — containerised with Docker and deployed through automated workflows.

DjangoCeleryRedisOpenAI APIDocker

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