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nishith170217/README.md

Hi 👋, I'm Nishith Ranjan Biswas

M.Sc. Artificial Intelligence @ FAU Erlangen-Nürnberg | Deep Learning · Computer Vision · NLP


  • 🎓 Pursuing M.Sc. Artificial Intelligence at Friedrich-Alexander-Universität Erlangen-Nürnberg, Germany
  • 🌍 International background — studied and worked in Germany, Italy, and China
  • 🔭 Currently working on Vehicle Detection using YOLOv5 / YOLOv8 / YOLOv9
  • 👯 Open to Master's thesis collaborations in AI/ML (October 2026 start)
  • 🏆 Award-winner at World Robot Contest and China University AI Innovation Competition
  • 📝 Published at IEEE CYBER 2022 — Microarray Image Segmentation
  • 💬 Ask me about Computer Vision, Object Detection, NLP, PyTorch
  • 📫 Reach me at nishith.rb17@gmail.com or nishith.r.biswas@fau.de
  • 🔗 Connect on LinkedIn

🚀 Featured Projects

Project Description Tech
🐔 Poultry Disease Detection YOLOv5-based disease detection from fecal images with Flask web app PyTorch · YOLOv5 · Flask · Roboflow
🚗 Vehicle Image Detection Comparison of YOLOv5, YOLOv8, YOLOv9 on custom vehicle dataset PyTorch · YOLO · Roboflow
🎬 Cornell Movie Dialog Analysis Dialogue generation and NLP analysis on 220K+ movie conversations Python · NLP · Reinforcement Learning
🎥 Movie Recommender System Content-based filtering using TF-IDF and cosine similarity Python · Scikit-learn · Pandas

🛠️ Languages and Tools

python pytorch tensorflow scikit_learn cplusplus java

mysql html5 css3 git linux


📊 GitHub Stats

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  1. Cornell-Movie-Dialog-Analysis-NLP-Course-Project- Cornell-Movie-Dialog-Analysis-NLP-Course-Project- Public

    This repository contains an NLP project focused on analyzing and generating movie dialogues using the Cornell Movie Dialogs Corpus. The project involves tasks like film dialog generation and predic…

    Jupyter Notebook

  2. Movie-Recommender-System Movie-Recommender-System Public

    Content-based movie recommender system using NLP and cosine similarity

    Jupyter Notebook

  3. Poultry-Disease-Detection-based-on-YOLOv5 Poultry-Disease-Detection-based-on-YOLOv5 Public

    YOLOv5-based poultry disease detection with Flask web interface

    Python

  4. Vehicle-Image-Detection Vehicle-Image-Detection Public

    Comparison of YOLOv5, YOLOv8, and YOLOv9 for vehicle detection on a custom annotated dataset using PyTorch and Roboflow.

    Jupyter Notebook