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KaranNigal/README.md

Karan Nigal

Turning Data into Insights. Building Solutions that Make an Impact.

Final Year B.Tech Information Technology Student • Aspiring Data Analyst

LinkedInEmailGitHubPortfolio (Coming Soon)


"Building technology that solves real-world problems through data, AI, and software engineering."


About

I'm a Final Year B.Tech Information Technology student at AISSMS Institute of Information Technology, Pune.

My interests lie at the intersection of Data Analytics, Artificial Intelligence, Machine Learning, and Software Development, where I enjoy building practical solutions backed by data and research.

I have contributed to AI and IoT research through three published papers while actively participating in technical projects, leadership roles, and hackathons. I'm currently focused on strengthening my expertise in Data Analytics and building industry-ready projects for campus placements.


Tech Stack

Data Analytics

Python • SQL • Microsoft Excel • Power BI • Pandas • NumPy • Matplotlib

Artificial Intelligence

Machine Learning • Scikit-learn • TensorFlow • OpenCV

Software Development

Flask • HTML • CSS • JavaScript • Java

Databases

MySQL • MongoDB

Tools

Git • GitHub • VS Code • Jupyter Notebook


Currently Building

  • 📊 Data Analytics Portfolio
  • 📈 SQL & Power BI Projects
  • 🤖 AI & Machine Learning Applications
  • 💻 End-to-End Software Solutions
  • 🌐 Personal Portfolio Website
  • 🚀 Placement-ready GitHub Projects

Research & Publications

📄 AI-Driven Predictive Analytics for Grocery Retail

AI-powered chatbot that provides inventory forecasting and intelligent business insights.

📄 IoT-Based Smart Weather Station using ESP32

Real-time environmental monitoring using IoT sensors and cloud visualization.

📄 Efficient Lightweight Reasoning in Large Language Models using LoRA & Quantization

Research on efficient reasoning techniques for resource-constrained Large Language Models.


Featured Projects

🤖 AI Grocery Retail Chatbot

AI-powered business assistant for inventory forecasting, demand prediction, and retail analytics.

Tech: Python • Flask • Machine Learning • MongoDB


💳 Credit Card Fraud Detection

Machine Learning model for detecting fraudulent financial transactions.

Tech: Python • Scikit-learn • Streamlit


🌦 Smart Weather Station

IoT-based environmental monitoring system using ESP32 and multiple sensors.

Tech: ESP32 • Arduino • IoT


👤 Face Recognition System

Real-time face detection and recognition using Computer Vision.

Tech: Python • OpenCV


🥗 Food Nutrient Analysis Application

Desktop application for analyzing nutritional values and dietary information.

Tech: Java


🌱 Smart Irrigation System

Automated irrigation system using environmental sensors.

Tech: Arduino • IoT


2026 Roadmap

  • Build a professional Data Analytics portfolio
  • Master SQL, Power BI, and Python for Analytics
  • Publish high-quality open-source projects
  • Develop production-ready AI applications
  • Contribute to open source
  • Secure a Data Analytics / Software Engineering role

Beyond Code

  • 📚 Research Publications
  • 🎓 Final Year B.Tech Student
  • 🏅 Student Leadership Experience
  • 👨‍🏫 Mathematics & Science Tutor
  • 🤝 Passionate about continuous learning

Let's Connect

If you're interested in collaborating on Data Analytics, Artificial Intelligence, or Software Development projects, feel free to connect.

📧 karannigal35@gmail.com

💼 LinkedIn
https://www.linkedin.com/in/karannigal/

🌐 Portfolio (Coming Soon)


Thanks for visiting!

⭐ Building one project at a time.

Pinned Loading

  1. AI-Grocery-Analytics AI-Grocery-Analytics Public

    AI-driven retail analytics dashboard featuring XGBoost demand forecasting, inventory safety reordering, and an interactive business intelligence chatbot powered by Google Gemini API.

    Python 1

  2. FitVision-AI FitVision-AI Public

    An AI-powered fitness monitoring SaaS platform leveraging browser-based MediaPipe body tracking to stream biomechanics telemetry via WebSockets to a FastAPI backend. Features real-time exercise det…

    TypeScript

  3. AtmosIQ AtmosIQ Public

    AI-powered full-stack weather intelligence and climate analytics platform built with React, Vite, Tailwind CSS, Flask, MongoDB, and Google Gemini SDK.

    JavaScript

  4. Ether_Vault Ether_Vault Public

    A production-ready, full-stack Web3 creator support platform and live supporter wall. Built with React (Vite), Tailwind CSS v4, Ethers.js v6, Hardhat, and Solidity. Features real-time event subscri…

    JavaScript