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nick2726/README.md

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Hi πŸ‘‹ I'm Nikhil Kumar Jha

Building Production-Grade AI Systems β€’ Multi-Agent AI β€’ RAG β€’ MCP β€’ Backend Engineering

πŸš€ Building Production-Grade AI Systems

I'm a final-year Computer Science Engineering student passionate about designing scalable software and enterprise AI systems.

🎯 Core Expertise

  • πŸ€– Multi-Agent AI Systems
  • 🧠 Retrieval-Augmented Generation (RAG)
  • πŸ”— Model Context Protocol (MCP)
  • βš™οΈ Backend Engineering
  • ☁️ Cloud & DevOps
  • πŸ—οΈ System Design

πŸ’‘ What I Build

Instead of tutorial projects, I build production-ready software featuring:

  • Modular Architecture
  • REST APIs
  • Authentication
  • Dockerized Deployment
  • Database Design
  • AI Agent Orchestration
  • Enterprise Folder Structures
  • CI/CD Ready Development

🎯 Career Goal

Software Development Engineer (AI/Backend)

Building intelligent systems that solve real business problems at scale.

πŸ› οΈ Technology Radar

πŸ’» Languages

  • Python
  • Java
  • C++
  • TypeScript
  • JavaScript

βš™οΈ Backend

  • FastAPI
  • Django
  • Express.js
  • Node.js
  • REST APIs

πŸ€– AI Engineering

  • LangChain
  • LangGraph
  • RAG
  • MCP
  • OpenAI
  • Gemini
  • Hugging Face
  • PyTorch
  • TensorFlow

☁️ DevOps

  • Docker
  • Kubernetes
  • AWS
  • PostgreSQL
  • Redis
  • GitHub Actions

πŸ† Featured Projects

πŸ’Ή Multi-Agent Financial Research Analyst

Enterprise-grade AI platform for autonomous financial research using specialized AI agents.

πŸš€ Highlights

  • πŸ€– Multi-Agent Architecture
  • πŸ“ˆ Financial Analysis
  • πŸ“„ SEC Filing Intelligence
  • 🧠 Investment Thesis Generation
  • πŸ” Peer Comparison
  • ⚑ FastAPI Backend
  • 🐳 Docker Ready
  • πŸ—„οΈ PostgreSQL

Tech Stack

Python FastAPI LangGraph Gemini Docker PostgreSQL

πŸš— CARVIS AI

Intelligent in-vehicle AI assistant focused on driver safety and real-time decision support.

πŸš€ Highlights

  • πŸ‘ Driver Monitoring
  • 😴 Drowsiness Detection
  • 😊 Emotion Recognition
  • πŸŽ™ Voice Assistant
  • 🚘 Computer Vision
  • πŸ€– AI Decision Engine

Tech Stack

Python YOLO OpenCV TensorFlow

πŸ“Έ SnapRoll

AI-powered attendance management system that automates attendance using facial recognition, OCR, and intelligent classroom workflows.

πŸš€ Highlights

  • πŸ“· AI Face Recognition Attendance
  • 🧠 OCR-Based Roll Number Detection
  • πŸ‘₯ Automatic Student Identification
  • πŸ“Š Attendance Analytics Dashboard
  • πŸ“ Attendance History & Reports
  • πŸ“€ CSV Export
  • πŸ” Secure Authentication
  • ☁️ Supabase Backend
  • ⚑ Streamlit Web Application
  • πŸ€– Gemini AI Integration

Tech Stack

Python Streamlit OpenCV face_recognition EasyOCR Google Gemini Supabase PostgreSQL NumPy Pandas

πŸ›’ ShopCart AI

AI-powered e-commerce platform with intelligent shopping features.

πŸš€ Highlights

  • πŸ› Smart Shopping
  • πŸ€– AI Features
  • πŸ“± Responsive UI
  • πŸ” Authentication
  • πŸ“¦ Product Management

Tech Stack

JavaScript React Node.js

βš™οΈ Production Engineering

πŸ—οΈ Architecture

Modular Design

Clean Architecture

Scalable Components

πŸš€ Backend

REST APIs

Authentication

Caching

Async Processing

☁️ DevOps

Docker

AWS

GitHub Actions

Kubernetes

🧠 AI Systems

Multi-Agent AI

RAG

MCP

LLM Integration

πŸ“Š Databases

PostgreSQL

Redis

SQLite

Vector Databases

πŸ’‘ Engineering Philosophy

I don't build projects just to complete tutorials.

I build software that is:

βœ” Production Ready

βœ” Scalable

βœ” Maintainable

βœ” Modular

βœ” API First

βœ” Dockerized

βœ” Enterprise Structured

βœ” Built for Real Users

🎯 Currently Building

graph TD

A[Learning] --> B[Distributed Systems]

B --> C[Multi-Agent AI]

C --> D[Enterprise MCP]

D --> E[Cloud Native Deployment]

E --> F[Production AI Products]
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πŸ“š 2026 Learning Roadmap

Quarter Focus
βœ… Q1 Advanced Backend Engineering
βœ… Q2 Multi-Agent AI Systems
πŸš€ Q3 Model Context Protocol (MCP)
πŸš€ Q3 Kubernetes & Cloud Deployment
🎯 Q4 Distributed Systems
🎯 Q4 Production AI Infrastructure

🌍 Open Source Philosophy

I believe great software is built through collaboration.

My repositories are designed with:

  • πŸ“– Clear Documentation
  • πŸ—οΈ Clean Project Structure
  • 🐳 Docker Support
  • πŸ§ͺ Testing
  • πŸ”’ Security Best Practices
  • πŸ“¦ Reusable Components
  • 🀝 Community Contributions

πŸ“Š GitHub Stats:



✍️ Random Dev Quote

⭐ Thanks for visiting my profile.

If you're interested in AI Systems, Backend Engineering, or Production Software, feel free to connect.

🀝 Let's Connect


πŸ” Top Contributed Repo

Pinned Loading

  1. ShopCart--AI-Powered-Smart-ECommerce-Platform ShopCart--AI-Powered-Smart-ECommerce-Platform Public

    JavaScript

  2. SnapRoll SnapRoll Public

    Python

  3. Heart_Disease_Detection Heart_Disease_Detection Public

  4. multi-agent-financial-research-analyst multi-agent-financial-research-analyst Public

    Python 2