Skip to content
View amitsingh2315's full-sized avatar
🏠
Something is cooked
🏠
Something is cooked

Block or report amitsingh2315

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
amitsingh2315/README.md

πŸ‘‹ Welcome to My GitHub Profile

AI/ML Engineer | Full Stack Developer | LLM & NLP Specialist

I'm passionate about building intelligent solutions using Machine Learning, NLP, and Large Language Models. My work spans from AI automation to full-stack web applications.


πŸ“Š Profile Dashboard

GitHub Stats

Top Languages

GitHub Streak


πŸš€ Featured Projects

πŸ€– AI & Machine Learning

Project Description Tech Stack
Autonomous Insurance Claims Processing Agent AI-powered claims processing automation Python, AI/ML
AI Automation Intelligent automation workflows Python
AI-based ATS Resume Analyzer Resume analysis using ATS algorithms Python, NLP

πŸ’¬ NLP & Chatbots

Project Description Tech Stack
College Chatbot Intelligent college information chatbot with RAG Python, NLP, LangChain
College Chatbot Chain Advanced chatbot with chain prompting Python, LLM
Sentiment Analysis Real-time sentiment classification Python, NLP

🎫 Web Applications

Project Description Tech Stack
AI Ticket System (Node.js) Ticket management with AI integration JavaScript, Node.js
AI Ticket (aitickett) AI-powered ticketing platform JavaScript
Random Video Chat P2P video chat startup JavaScript, WebRTC
Random Video Chat Live Production video chat application JavaScript
Recipe App Full-stack recipe discovery application JavaScript
AI Query Natural language database queries JavaScript

πŸ“ˆ Data Science & Predictive Analytics

Project Description Tech Stack
Customer Churn Prediction Predictive churn analysis model Python, ML, Jupyter
Diabetes Prediction Medical prediction model Python, ML
Algerian Forest Fires Fire prediction analysis Python, Data Science
Internal Marks Prediction Academic performance forecasting Python, ML, Jupyter
Internal Mark Prediction Live Live prediction platform HTML, Python, Flask

πŸ›’ Web Scraping & Tools

Project Description Tech Stack
Amazon Web Scraping E-commerce data extraction Python, Selenium, BeautifulSoup

🏒 Enterprise Solutions

Project Description Tech Stack
Greenpack ERP Compliance Services ERP compliance automation HTML, Python, AI

πŸ› οΈ Technical Skills

Programming Languages

Python    β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘ 90%
JavaScript β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘ 70%
HTML/CSS  β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘ 70%
SQL       β–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–ˆβ–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘β–‘ 60%

Expertise Areas

πŸ€– AI & Machine Learning

  • Machine Learning Models (Classification, Regression, Clustering)
  • Deep Learning (TensorFlow, PyTorch)
  • Feature Engineering & Model Evaluation
  • Scikit-learn, XGBoost, LightGBM

πŸ’¬ NLP & LLM

  • Natural Language Processing (NLTK, spaCy)
  • Large Language Models (LangChain, HuggingFace)
  • Retrieval-Augmented Generation (RAG)
  • Chatbot Development & Fine-tuning
  • Vector Databases (FAISS, Chroma)

🌐 Web Development

  • Backend: Flask, FastAPI, Node.js, Express
  • Frontend: HTML, CSS, JavaScript
  • Real-time Applications: WebRTC
  • Full-stack Development

πŸ“Š Data Science & Analytics

  • Data Analysis (Pandas, NumPy)
  • Data Visualization (Matplotlib, Seaborn)
  • Statistical Analysis
  • Jupyter Notebook Development

πŸ”„ Automation & Tools

  • Web Scraping (Selenium, BeautifulSoup)
  • Workflow Automation
  • RPA Development
  • CI/CD Integration

Libraries & Frameworks

  • ML/AI: Scikit-learn, TensorFlow, PyTorch, XGBoost
  • NLP: NLTK, spaCy, Transformers, LangChain
  • Data: Pandas, NumPy, Matplotlib, Seaborn, Plotly
  • Web: Flask, FastAPI, Express, Django
  • Database: SQLAlchemy, MongoDB, PostgreSQL
  • Deployment: Docker, AWS, Render

πŸ“ˆ Project Statistics

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚ TOTAL REPOSITORIES:          22     β”‚
β”‚ PRIMARY LANGUAGES:           3      β”‚
β”‚ FOCUS AREAS:                 5      β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

Language Distribution:
β”œβ”€ Python Projects:              10+
β”œβ”€ JavaScript/Node.js:            7+
β”œβ”€ Web-based (HTML):              8+
└─ Jupyter Notebooks:             6+

Project Categories:
β”œβ”€ AI/ML/LLM:                     6
β”œβ”€ Web Applications:              5
β”œβ”€ Data Science:                  4
β”œβ”€ NLP/Chatbots:                  3
β”œβ”€ Enterprise Solutions:          2
└─ Utilities/Tools:               2

πŸ’Ό Professional Summary

Experience

  • Data Science Intern @ BabyDinoIndia
  • AI/ML Engineer - Building production-grade ML applications
  • Full Stack Developer - End-to-end application development

Education

  • B.Tech CSE with Minor in Data Science
  • IIT Guwahati

Current Focus

  • 🎯 Building Agentic AI systems
  • 🧠 Advanced LLM architectures
  • πŸ“Š Production-grade ML deployment
  • πŸš€ Scalable web applications

🎯 Key Achievements

βœ… 22+ Active Projects
βœ… 10+ Python-based ML/AI Projects
βœ… 7+ JavaScript Web Applications
βœ… 6+ Data Science Models
βœ… 3+ Production-Ready Chatbots
βœ… RAG System Implementation
βœ… Full-Stack Development
βœ… Enterprise Solutions


πŸ”— Quick Navigation

Most Popular Projects

By Technology


🌐 Connect With Me

LinkedIn GitHub Email


πŸ“š Learning & Interests

  • Cutting-edge Technologies:

    • Advanced LLM architectures and fine-tuning
    • Multimodal AI systems
    • Agentic AI frameworks
  • Production Systems:

    • Scalable ML infrastructure
    • Real-time data processing
    • Microservices architecture
  • Innovation Areas:

    • AI-powered automation
    • Intelligent search systems
    • Voice & vision AI

🀝 Open to Collaboration

I'm actively looking to collaborate on:

Area Interest Level
πŸ€– AI/ML Projects ⭐⭐⭐⭐⭐
🌟 Startup Ideas ⭐⭐⭐⭐⭐
πŸ“Š Data Science ⭐⭐⭐⭐⭐
🌐 Web Development ⭐⭐⭐⭐
πŸš€ Open Source ⭐⭐⭐⭐

πŸ“Š Code Quality

Python Code Style: Black, Flake8
Documentation: Docstrings, README-driven
Testing: Unit & Integration Tests
Version Control: Git, GitHub Workflow

πŸš€ Let's Build Something Amazing Together!

⭐ Star My Repos | πŸ”— Connect | πŸ“§ Email Me

Visitor Count


Last Updated: May 29, 2026
Continuously Learning & Building | Open Source Enthusiast | AI/ML Passionate

Popular repositories Loading

  1. Diabetes-Prediction Diabetes-Prediction Public

    Jupyter Notebook 1

  2. Internal-Mark-Prediction-live Internal-Mark-Prediction-live Public

    check your college internal mark prediction

    HTML 1

  3. random-video-chat-5 random-video-chat-5 Public

    startup

    JavaScript 1

  4. ai-QUERY ai-QUERY Public

    ai-QUERY

    JavaScript 1

  5. gem-product-scraper gem-product-scraper Public

    Python GeM product scraper for India's Government e-Marketplace (mkp.gem.gov.in). Extracts product details, prices, stock, seller type and specifications into JSONL and CSV, with resumable crawling…

    Python 1

  6. Algerian-forest-fires- Algerian-forest-fires- Public

    Jupyter Notebook