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ompatil1906/README.md

Hi, I'm Om Patil 👋

AI & Data Science Engineer | Generative AI | Agentic AI | Full-Stack AI

I build practical AI systems that connect LLMs, autonomous agents, APIs, data, and automation to solve real-world problems.

Head of AI Technology @ AskLumen AI | Student Founder @ ViksitHub

Profile Views GitHub Followers GitHub Stars


About Me

  • AI & Data Science undergraduate focused on Generative AI, Agentic Systems, and AI Product Engineering
  • Head of AI Technology at AskLumen AI
  • Student Founder and Product & Full-Stack Engineer at ViksitHub
  • Experienced in building LLM applications, RAG systems, AI agents, backend services, APIs, and automation workflows
  • Interested in building AI systems that can reason, use tools, interact with external services, and execute real workflows
  • Winner — National Level AI Summit 2025
  • Runner-Up — National Level Hackathon 2025

Featured Projects

WARDEN — Autonomous Revenue Protection Agent

WARDEN Live Demo

An autonomous B2B purchasing agent designed to protect merchant revenue from high-velocity stockouts.

What it does

  • Monitors live sales velocity
  • Predicts stockout risk
  • Calculates revenue at risk
  • Makes BUY / WAIT / ESCALATE decisions
  • Searches and negotiates with suppliers
  • Executes bounded restocking workflows
  • Uses deterministic safety gates before money movement
  • Implements Ed25519-signed mandate chains
  • Integrates Razorpay payment execution
  • Reconciles payments through verified webhooks
  • Provides real-time agent telemetry and audit trails

Tech Stack

Python FastAPI LangGraph LLMs REST APIs Razorpay WebSockets Ed25519 React TypeScript

Repository:
https://github.com/ompatil1906/Warden

Live Demo:
https://warden-ebon.vercel.app


HelpIQ — Autonomous Multi-Agent Customer Support Platform

HelpIQ

A production-oriented multi-agent AI platform for autonomous customer support ticket resolution.

Architecture

Customer Ticket
      ↓
   Triage
      ↓
  Retrieval
      ↓
   Resolver
      ↓
  Guardrail
      ↓
 Auto-Resolution / Human Review

What it does

  • Multi-agent ticket processing
  • RAG-based knowledge retrieval
  • LLM-powered response generation
  • Human-in-the-loop approvals
  • Policy-based guardrails
  • JWT authentication
  • Role-Based Access Control
  • Multi-tenant data isolation
  • Async processing with Celery + Redis
  • PostgreSQL persistence
  • Pinecone vector search with TF-IDF fallback
  • Audit logging
  • Real-time WebSocket events

Tech Stack

Python FastAPI LLMs RAG PostgreSQL Redis Celery Pinecone React JWT RBAC

Repository: https://github.com/ompatil1906/HelpIQ-Autonomous-Multi-Agent-Customer-Support-Platform


SERG System

SERG

AI-driven platform focused on intelligent information processing, retrieval, and scalable backend workflows.

Repository: https://github.com/ompatil1906/SERG-System


Tech Stack

Languages

AI / Machine Learning

Backend & APIs

Frontend

Databases & Infrastructure

AI / Developer Tools


GitHub Statistics

GitHub Streak


Contribution Snake

GitHub Contribution Snake


Current Focus

Building

  • WARDEN — Autonomous revenue protection and agentic commerce
  • HelpIQ — Multi-agent customer support automation

Exploring

  • Advanced Agentic AI architectures
  • Production-grade LLM applications
  • RAG and knowledge systems
  • AI workflow automation
  • AI evaluation and guardrails
  • Scalable backend systems
  • AI product engineering

Engineering Interests

AI Agents
    ↓
Reasoning + Tools
    ↓
APIs + Data
    ↓
Workflow Automation
    ↓
Production Systems
    ↓
Measurable Impact

I am especially interested in systems where AI goes beyond text generation and can:

  • Understand context
  • Reason over data
  • Use external tools
  • Call APIs
  • Make decisions
  • Execute workflows
  • Operate with appropriate safety controls

Achievements

  • Winner — National Level AI Summit 2025
  • Runner-Up — National Level Hackathon 2025

Connect


Build. Experiment. Ship. Learn.

I build practical AI systems, ship real products, and care about measurable impact.

Pinned Loading

  1. Warden Warden Public

    TypeScript

  2. GeoVisionAI GeoVisionAI Public

    Python 1

  3. Personal-AIProjects/Auto-Standup-Agent Personal-AIProjects/Auto-Standup-Agent Public

    Python 2

  4. SERG-System SERG-System Public

    TypeScript

  5. CodeMate CodeMate Public

    TypeScript 1