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6 followers · 5 following

Achievements

Achievement: Pull Shark

Achievements

Achievement: Pull Shark

Highlights

  • Pro

Organizations

@isotope-co

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dxsougata/README.md
Person coding at a desk

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About Me

I’m Sougata, a Computer Science student interested in building practical software and exploring how machine learning can solve real problems. My current interests include machine learning, large language models, computer vision, data analytics, and automation.

Tech Stack

C, C++, Python, MySQL, Git, GitHub, and VS Code

NumPy Pandas Matplotlib Scikit-learn NLTK TensorFlow Keras PyTorch OpenCV

Additional tools: Autodesk Fusion 360, AutoCAD, Streamlit, YOLOv8

Selected Projects

Project Description Technologies
Real-Time Object Detection Interactive web app for live object detection with a custom-trained model. Python, Streamlit, OpenCV, YOLOv8
musicRecommendation Recommends songs from user preferences and song features. Python, scikit-learn
Reliable Data Transfer over UDP Demonstrates reliable file transfer with Stop-and-Wait, Go-Back-N, and Selective Repeat ARQ. Python, UDP, networking
ISOTOPE Responsive showcase for web development, design, AI, and e-commerce services. JavaScript

GitHub Statistics

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Thanks for visiting. Keep coding, keep exploring, keep building.

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  1. Real-Time-Object-Detection Real-Time-Object-Detection Public

    An interactive web application built with Streamlit and OpenCV that performs live object detection using a custom-trained YOLOv8 model

    Python

  2. musicRecommendation musicRecommendation Public

    A Music Recommendation System built with scikit-learn that analyzes user preferences and song features to suggest personalized music.

    Jupyter Notebook

  3. Reliable-Data-Transfer-over-UDP Reliable-Data-Transfer-over-UDP Public

    A reliable file transfer system built on UDP using Stop-and-Wait, Selective-Repeat and Go-Back-N ARQ, sequence numbers, acknowledgments, checksums, retransmission, and a custom network channel emul…

    Python 2

  4. ISOTOPE ISOTOPE Public

    ISOTOPE is a website built to showcase premium web development, UI/UX design, AI solutions, mobile apps, and e-commerce services. Designed with a clean, responsive interface and conversion-focused …

    JavaScript