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tusharg007/README.md

Cinematic animated banner showing an AI engineer working at a modern coding setup

AI Engineer building context-aware agents, reliable AI systems, and the infrastructure around them.
B.Tech CSE - Data Science & Analytics at IIIT Nagpur - 2027

Typing animation

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What I build

  • Context-aware AI systems - governed context, policies, provenance, trust signals, MCP interfaces, and controlled actions.
  • Stateful agents - LangGraph orchestration, tool use, persistence, human review, grounding, and failure handling.
  • AI infrastructure - FastAPI/Node services, retrieval, databases, integrations, observability, CI, and evaluation harnesses.

I care as much about what happens when the model is wrong as when it is right.


Featured Work

ProjectWhat it demonstratesTech
North Star - Governed Context & Workflow SystemA governed expense-operations system built around explicit, versioned context, deterministic policy boundaries, provenance, abstention, human approval, and MCP as a controlled interface.Python, FastAPI, PostgreSQL, MCP, n8n, Metabase, Docker, GitHub Actions
TripBandhu - Stateful Agentic Travel ResearchA travel-research agent with LangGraph supervisors, specialist tools, typed evidence, checkpoints, provider fallback, human review, and deterministic evaluation.LangGraph, MCP, FastAPI, PostgreSQL, LangSmith, Docker, GitHub Actions
CortexAI - AI Developer Platform & Integration WorkspaceA locally operational AI workspace with service boundaries, reusable platform primitives, persistent context, and workload-specific routing across research, coding, documents, images, vision, and PDF RAG.Node.js, Express, LangGraph, MongoDB, Redis, Qdrant, AWS S3, React

Other work

ProjectWhat it demonstrates
Internal RFP AnalystEvidence-grounded document intelligence and retrieval agent.
Financial Document IntelligenceHybrid dense + BM25 + reranking pipeline for SEC filings.
SifraAIDeployed voice-enabled AI assistant platform.

How I build

AI is part of my normal build loop, but I do not treat "the agent says it works" as completion. I use coding agents for repo exploration, implementation, tests, repetitive changes, and debugging, then verify behavior with tests, CI, traces, logs, and the running system. The architectural and product decisions stay mine.


Technical Skills

Core technical skills

AreaTools and Technologies
Agents & GenAILangGraph, LangChain, Model Context Protocol (MCP), RAG, tool calling, structured outputs, HITL, guardrails, agent evaluation
Backend & DataPython, FastAPI, Node.js, Express, PostgreSQL, MongoDB, Redis, SQL, Qdrant
Reliability & Infrastructurepytest, GitHub Actions, Docker, LangSmith, observability, provenance, failure handling
IntegrationsAWS S3, Tavily, n8n, Metabase, Firebase

About / Current Direction

IIIT Nagpur. B.Tech CSE - Data Science & Analytics. Graduating 2027. Currently focused on AI engineering, agentic systems, and applied AI infrastructure. Looking for a 6-month full-time internship starting September 2026.


GitHub Activity

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Contact

I am open to internships and project collaborations in AI engineering, agentic systems, and applied AI infrastructure.

Pinned Loading

  1. Internal-RFP-AnalystInternal-RFP-AnalystPublic

    Evidence-grounded LangGraph RAG agent for RFP analysis with scoped retrieval, deterministic tools, citations, grounding checks, 119 tests and CI.

    Python 1

  2. SifraAISifraAIPublic

    Deployed platform for configurable, embeddable voice AI assistants using React, Express, MongoDB, Gemini, Firebase and the Web Speech API.

    JavaScript

  3. financial-document-intelligence-ragfinancial-document-intelligence-ragPublic

    Hybrid RAG system for SEC filings using dense retrieval, BM25, reciprocal-rank fusion, cross-encoder reranking, citations and evaluation.

    Python

  4. rideiq-nyc-demand-forecastingrideiq-nyc-demand-forecastingPublic

    Demand forecasting and fleet-allocation intelligence over 9.55M NYC taxi trips with leakage-safe features, ML evaluation and route clustering.

    Jupyter Notebook

  5. ai-platform-reliability-copilotai-platform-reliability-copilotPublic

    AI reliability copilot for synthetic service telemetry with runbook retrieval, log analytics, anomaly detection and incident summaries.

    Python