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Srabontideb/README.md

Srabonti Deb

ML Researcher • Deep Learning Enthusiast • Web Developer

🎓 BSc in CSE from RUET, Bangladesh  


About Me

I'm Srabonti Deb, an ML Researcher and Front-End Developer from Bangladesh. I graduated from RUET with a BSc in CSE and currently work as a Research Assistant at Young Learners' Research Lab — where I own the full research cycle: from identifying gaps in literature and designing solution pipelines, to implementing models, running ablation studies, and writing papers. On the side, I build clean, responsive web interfaces too.

💼 Open to Research Collaborations


🌐 Connect with Me

LinkedIn Kaggle Google Scholar ResearchGate Medium Beecrowd Portfolio


🛠️ Tech Stack

Python TensorFlow PyTorch Keras scikit-learn Jupyter HTML5 CSS3 NumPy Pandas


📊 GitHub Stats

  

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  1. Deepfake_project Deepfake_project Public

    A deep learning-based system for detecting and classifying deepfake videos using 3D Convolutional Neural Networks with Inception architecture

    Jupyter Notebook 1

  2. Explainable-Dual-stage-Rag Explainable-Dual-stage-Rag Public

    Explainable dual-stage RAG for medical QA — fuses BM25 + dense retrieval with cross-encoder re-ranking and rationale-grounded generation to mitigate hallucination on noisy clinical text.

    Jupyter Notebook 3

  3. GAN-Enhanced-Gastrointestinal-Disease-Classification GAN-Enhanced-Gastrointestinal-Disease-Classification Public

    This project explores the use of Generative Adversarial Networks (GANs) to improve gastrointestinal (GI) disease classification from endoscopic images, particularly using the Kvasir v2 dataset.

    Jupyter Notebook 1

  4. Fitness-Movement-Recognition Fitness-Movement-Recognition Public

    A lightweight deep learning framework combining 2D CNNs (ResNet50, EfficientNet, ViT), LSTM, and attention mechanisms to recognize fitness movements from video data. Evaluated on the UCF101 fitness…

    TeX 1

  5. E-commerce-Website-CSE-3100-project E-commerce-Website-CSE-3100-project Public

    An e-commerce platform where users find products via search, select items to cart, checkout securely, receive order confirmations and track shipments managed by the admin.

    PHP

  6. Multi-pdf-Chatbot Multi-pdf-Chatbot Public

    A chatbot where users can upload multiple PDFs and ask questions about their contents.

    Python