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chiragchandnani10/README.md

You Have Tripped Onto The Right Profile! I'm Chirag Chandnani!

Machine Learning, Deep Learning, Federated Learning & Optimization Researcher

Bike Rider, Traveller and Explorer and an Avid Marathon Runner (25k)


👨‍💻 About Me

  • 🎓 CS Grad Student at UIUC with a strong passion for AI/ML, DL, LLMs, VLMs and VLAs
  • 🏅 Undergrad Rank Holder in The Department of CSE (Computer Science and Engineering) at VIT Vellore
  • 🧠 Currently exploring: Federated Learning, LLMs, and Secure AI Systems
  • 📚 Contributor to research in Deep Learning and IoT-based Intrusion Detection and LULC Using Oscillatory Activation Functions
  • 🏅 Recipient of the Raman Research Award for contributing towards AI in Security Link to our Paper

🛠️ Tech Stack & Tools

🚀 Languages

C++ C Python SQL Java

🧠 ML/DL Frameworks

PyTorch TensorFlow scikit-learn

⚙️ Tools & Platforms

Git LangChain HuggingFace Jupyter VS Code


✨ Featured Projects

  • 🔐 Federated Deep Learning for IoT Security – Intrusion detection system using optimized DL models in federated setup
  • 🌍 CONN - Land Cover Classification on The City of Pune – Deep learning-based remote sensing solution for urban expansion analysis
  • 🛰️ QueryVista

📫 Let's Connect!

LinkedIn Email Google Scholar


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  1. Kulkarni-Co/CONN Kulkarni-Co/CONN Public

    This Repository Houses the Code for our Capstone Thesis Titled : "A New Framework with Convoluted Oscillatory Neural Network (CONN) for Efficient Object-Based Land Use and Land Cover Classification…

    Jupyter Notebook 1 1

  2. ReServe ReServe Public

    Forked from adityakp15/ReServe

    CS409 - Final Project

    JavaScript

  3. IDS IDS Public

    Forked from vedik2002/IDS

    Federated Multi-Layered Deep Learning (Fed-MLDL) for IoT Intrusion Detection using Physics Based Hyperparameter Optimization

    Jupyter Notebook 1

  4. NVIDIA_TensorRT_Deployment_Workshop NVIDIA_TensorRT_Deployment_Workshop Public

    This repository contains code and resources from the 2-day NVIDIA TensorRT Deployment Workshop. Participants learn to optimize and deploy deep learning models using TensorRT. Key topics include mod…

    Jupyter Notebook

  5. QueryVista QueryVista Public

    QueryVista is a news article summarizer and ranker application using a Retrieval-Augmented Generation (RAG) pipeline. It leverages LangChain and vector databases (like ChromaDB) to store and retrie…

    Python

  6. chand1inator/Multimodal_Thesis_Sentence_Classifier chand1inator/Multimodal_Thesis_Sentence_Classifier Public

    A Unique Research paper abstract text classifier which classifies the input text of a medical research paper abstract into different subsections which makes it easier for the researcher while doing…

    Python 1