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sohamghosh1762-max/README.md

👋 Hi, I'm Soham Ghosh

🤖 AI & Machine Learning Engineer • 💻 Full Stack Developer






👨‍💻 About Me

I'm an AI & Machine Learning Engineer and Full Stack Developer pursuing a B.Tech. in Computer Science & Engineering (Artificial Intelligence & Machine Learning) at Brainware University.

I enjoy building intelligent and scalable software solutions by combining Artificial Intelligence, Machine Learning, modern web technologies, backend engineering, and data-driven systems.

My interests range from developing AI-powered applications and intelligent data systems to designing complete Full Stack platforms with modern frontend, backend, database, authentication, and deployment architectures.

I believe in learning by building and enjoy transforming ideas into practical solutions for real-world problems.

  • 🎓 B.Tech. — CSE (Artificial Intelligence & Machine Learning)
  • 🤖 Artificial Intelligence & Machine Learning
  • 💻 Full Stack Development
  • 🧠 Generative AI & Large Language Models
  • 🔎 RAG & Vector Search
  • 🌐 Backend & API Development
  • 🔬 AI/ML Research
  • 📍 Kolkata, West Bengal, India

🛠️ Technical Skills

👨‍💻 Programming Languages

Python • Java • JavaScript • TypeScript • C • HTML • CSS • SQL


🎨 Frontend Development

  • React.js
  • React 19
  • Next.js
  • TypeScript
  • JavaScript
  • Tailwind CSS
  • Bootstrap
  • Material UI
  • React Query
  • Framer Motion
  • Responsive UI/UX

⚙️ Backend Development

  • Node.js
  • Express.js
  • FastAPI
  • Flask
  • RESTful APIs
  • API Integration
  • Authentication & Authorization
  • JWT
  • Backend Architecture

🤖 Artificial Intelligence & Machine Learning

Frameworks & Libraries

  • PyTorch
  • TensorFlow
  • Scikit-Learn
  • Pandas
  • NumPy
  • OpenCV
  • Matplotlib

AI / ML

  • Machine Learning
  • Deep Learning
  • Natural Language Processing
  • Computer Vision
  • Generative AI
  • Large Language Models
  • Predictive Analytics
  • AI Agents
  • Model Integration
  • AI-powered Application Development

🔎 RAG & Generative AI

  • BGE-M3 Embeddings
  • ChromaDB
  • Vector Databases
  • Semantic Search
  • Retrieval-Augmented Generation
  • Semantic Chunking
  • Intent Routing
  • Multi-factor Reranking
  • OpenAI APIs
  • Gemini APIs
  • Embedding-based Applications

🗄️ Databases

  • MongoDB
  • PostgreSQL
  • MySQL
  • SQLite
  • Database Design
  • Query Optimization
  • Prisma ORM

☁️ Tools & Technologies

  • Git & GitHub
  • Docker
  • Linux
  • VS Code
  • Postman
  • AWS
  • Vercel
  • Firebase
  • Prisma
  • GitHub Actions

🚀 Projects

🌊 OceanEmbed

Satellite Embedding-Based Deep Learning Framework for Subsurface Ocean Temperature Reconstruction

An AI/ML research project focused on reconstructing subsurface ocean temperature using multi-source satellite observations and deep learning.

Tech Stack

Python PyTorch xarray NetCDF4 BGE-M3 React TypeScript FastAPI


🛡️ SHEield AI

AI-Powered Women Safety Platform

An intelligent safety platform designed around emergency assistance, safe route planning, journey monitoring, silent SOS, ride verification, offline emergency support, and community safety.

Tech Stack

React TypeScript Node.js Firebase Google Maps APIs AI APIs


🧠 AURA MIND

Student Mental Wellness & Academic Balance Platform

A privacy-focused platform combining wellness tracking, reflective journaling, NLP sentiment intelligence, AI-assisted conversations, and structured safety mechanisms.

Tech Stack

React TypeScript Express.js SQLite Firebase JWT NLP RAG


📄 AI-Powered Applicant Tracking System

A Full Stack recruitment platform designed to manage applicants, recruitment workflows, candidate information, resume processing, and AI-assisted recruitment functionality.

Tech Stack

React React Query Material UI Node.js Express.js Python MongoDB OpenAI Gemini


🌾 Smart Agriculture Monitoring

An IoT and predictive analytics-based solution focused on agricultural monitoring and data-driven decision making.

Tech Stack

IoT Python Machine Learning Predictive Analytics


🧪 Research & Technical Interests

I'm particularly interested in building systems at the intersection of AI, data, and software engineering.

Areas I explore:

  • 🤖 Artificial Intelligence
  • 🧠 Machine Learning
  • 🔥 Deep Learning
  • ✨ Generative AI
  • 🧩 Large Language Models
  • 🔎 Retrieval-Augmented Generation
  • 🗣️ Natural Language Processing
  • 👁️ Computer Vision
  • 📊 Data Science
  • 🤝 AI Agents
  • 🌐 Full Stack Engineering
  • ⚙️ Backend Engineering
  • ☁️ Cloud Computing
  • 🏗️ System Design

🌱 Currently Exploring

  • 🧠 Advanced LLM architectures
  • ✨ Generative AI
  • 🤖 AI Agents
  • 🔎 Advanced RAG architectures
  • 🗃️ Vector databases
  • ⚙️ MLOps
  • 🏗️ System Design
  • ☁️ Cloud-native development
  • 🔐 Application security
  • 🚀 Production-grade AI systems

🎯 Current Focus

AI / ML                    ████████████████████░
Generative AI              ██████████████████░░
LLMs                       █████████████████░░░
Full Stack Development     ███████████████████░
Backend Engineering        █████████████████░░░
RAG / Vector Search        ████████████████░░░░
System Design              ██████████████░░░░░░
Cloud & MLOps              ████████████░░░░░░░░

📊 GitHub Statistics



📈 Contribution Activity


🎯 Goals

  • 🚀 Build impactful AI-powered applications
  • 🤖 Develop advanced LLM and RAG systems
  • 🧠 Explore autonomous AI agents
  • 🔬 Continue AI/ML research
  • 💻 Contribute to open-source projects
  • ☁️ Strengthen cloud and MLOps skills
  • 🏗️ Improve system design and backend engineering
  • 🌍 Build technology that solves meaningful real-world problems

🤝 Let's Connect


💭 "Building intelligent software that creates real-world impact."

⭐ Thanks for visiting my profile!

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