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omprakash0224/README.md

MasterHead

Hi, I'm Om Prakash

AI Full-Stack Developer | FastAPI · Next.js · RAG · Multi-Agent Systems

Portfolio  |  Email  |  LinkedIn  |  GitHub  |  Medium


About

Computer Science undergraduate with hands-on experience building production-grade full-stack, AI/ML, and backend systems. Proficient in Python, TypeScript, FastAPI, Next.js, and the GenAI ecosystem including RAG pipelines, multi-agent orchestration, and LLM integration. Seeking an internship or entry-level role in AI/ML Engineering, Backend, or Full-Stack Development.

  • Currently building a AI Finance Controller to help finance teams with reconciliation
  • Working with Multi-Agent Orchestration using CrewAI, LangChain, and hierarchical agent pipelines
  • Focus areas: GenAI pipelines, Scalable backends, full-stack applications
  • Based in Gurugram, Haryana

Tech Stack

AI / ML & GenAI

LangChain LLM Integration scikit-learn RAG CrewAI

Languages

Python TypeScript JavaScript

Backend

FastAPI Node.js Express Flask

Frontend

Next.js React Tailwind CSS Redux

Databases & Storage

PostgreSQL MongoDB Redis MySQL

DevOps & Tools

Docker Git AWS Postman Linux Figma


Featured Projects

Project Tech Description
PaperMind FastAPI · LangChain · Qdrant · Gemini · Next.js 15 Production RAG platform with hybrid BM25 + dense retrieval, RRF fusion, multi-tenant isolation, and async PDF ingestion
DataSpeak FastAPI · LangGraph · Groq · React · PostgreSQL Conversational Text-to-SQL platform with read-only AST guardrails, self-correction, and automated visual analytics
Backend Ledger Node.js · Express · MongoDB · JWT · Swagger Double-entry ledger API with ACID transactions, fraud detection middleware, and sub-200ms response times
CerviCare FastAPI · scikit-learn · XGBoost · LightGBM · SHAP 13-model ML study for cervical cancer risk prediction; SMOTE + soft-voting ensemble + SHAP explainability
CreatextAI Next.js 15 · Gemini · Clerk · Neon · Razorpay · Docker AI SaaS platform with 23+ content templates, 2-tier credit system, subscription billing, and Drizzle ORM
CodeGuardian FastAPI · LangGraph · LangChain · Groq · ChromaDB · Semgrep/Bandit 4-agent autonomous code review pipeline for GitHub PRs with concurrent security, quality, test coverage, and documentation analysis powered by RAG and static analysis integration

GitHub Stats

omprakash0224

Top Languages


Highlights

  • 15+ public repositories spanning full-stack, AI/ML, and backend engineering with live deployments on Vercel and Render
  • 380+ LeetCode problems solved across arrays, dynamic programming, and graph algorithms
  • 6 production-grade projects delivered including a RAG platform, ML clinical decision tool, financial ledger API, and AI SaaS platform
  • 3 technical articles on Medium covering system design, scaling, and architecture patterns

Open to internships and entry-level roles in AI/ML Engineering, Backend, or Full-Stack Development

Pinned Loading

  1. PaperMind PaperMind Public

    Production-grade multi-tenant RAG platform for document Q&A using FastAPI, Next.js 16, Google Gemini, Qdrant hybrid search (dense + BM25), ARQ worker queues, and Cloudflare R2.

    Python

  2. CodeGuardian_v2 CodeGuardian_v2 Public

    Autonomous multi-agent AI code review and DevSecOps platform for GitHub PRs.

    Python

  3. CerviCare CerviCare Public

    CerviCare — A production-ready cervical cancer risk prediction system. React frontend + FastAPI REST API + scikit-learn Voting Ensemble backend. Features real-time risk scoring, 4-tier classificati…

    Jupyter Notebook 1

  4. Backend-Ledger Backend-Ledger Public

    A robust Node.js/Express ledger service featuring immutable transaction logs, idempotent financial transfers, and ACID-compliant account management with secure JWT authentication.

    JavaScript

  5. creatext-ai creatext-ai Public

    Creatext AI is a full-stack AI-powered content generation platform built with Next.js 15, Google Gemini, Clerk authentication, and Neon PostgreSQL. It enables users to generate high-quality marketi…

    TypeScript

  6. system-design system-design Public

    A comprehensive repository documenting my journey, notes, architectural patterns, and practical case studies in System Design and distributed systems.