🚀 AI & ML Practitioner | FreeLancer | Generative AI | RAG | Agentic Systems |Ex-Employee @PacteraEDGE

I'm an AI/ML Engineer passionate about building production-ready AI applications using LLMs, Retrieval-Augmented Generation (RAG), and scalable full-stack systems.

• Build LLM-powered applications using OpenAI and Gemini
• Design RAG pipelines with Pinecone and ChromaDB
• Develop agentic workflows for automation and decision support
• Ship FastAPI + React applications with real users and payments

AI / ML:
LLMs, Generative AI, RAG, NLP, Agentic AI, OCR

Backend:
Python, FastAPI, Flask, Django

Frontend:
React, TypeScript, Tailwind CSS

Databases & Tools:
Pinecone, ChromaDB, SQLServer, PostgreSQL, MySQL, MongoDB, Supabase, Firebase

Dev & Infra:
Git, GitHub, Docker (Basics), Cursor, VS Code, Google Colab, Antigravity

• Built an end-to-end Generative AI exam prep platform using RAG (Pinecone + OpenAI/Gemini)
• FastAPI backend with OCR-based document ingestion
• React dashboard with analytics and automated PDF reports
• Razorpay-based subscription system

• Automated technical content generation from GitHub repositories
• Uses GitHub REST API for real-time repository analysis
• Generates optimized posts for LinkedIn, Twitter (X), and WhatsApp
• Built with React 19

• AI-powered resume analysis using OpenAI APIs
• React + TypeScript frontend with Firebase backend
• Razorpay-powered multi-tier subscription model

B.Tech in Electronics and Communication Engineering
Institute of Aeronautical Engineering, Hyderabad
2012 – 2016

• Team Excellence Award (2022) – PacteraEdge Technologies
• Actively building and experimenting with AI/ML, LLMs, and Open-Source projects

• 💼 LinkedIn: https://www.linkedin.com/in/manojkumar-mallela-045157104
• 🐙 GitHub: https://github.com/mallelamanojkumar90
• 📧 Email: mallelamanoj75@gmail.com