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gkdey17cse/README.md
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Hi, I'm Gour Krishna Dey πŸ‘‹

M.Tech (CSE) @ IIIT-Delhi | Ex-B.Tech (CSE) @ GCETTS

I bridge the gap between Scalable Web Systems and Machine Learning. My current focus is on Large Language Models (LLMs), NLP pipelines, and building intelligent web applications.

πŸ† Key Highlights: GATE CS & DA Qualified (AIR 4747 & 5322) | CodeChef 1β˜…


πŸ‘¨β€πŸ’» Work & Research Experience

Teaching Assistant | IIIT Delhi

(Aug 2024 - Present)

  • Currently serving as a Teaching Assistant for the DBMS course.
  • Previously served as TA for UsS (Usable Security) and DSA courses.
  • Responsible for mentoring students and managing course evaluations.

Student Web Developer | CoSyLab, IIIT-Delhi

(Dec 2024 - May 2025)

  • Project: Ratatouillegen (AI-Powered Recipe Platform).
  • Developed the frontend using React & Tailwind CSS and integrated backend APIs for recipe data fetching.
  • Deployed the LLM-based prediction platform on internal lab servers.

Web Developer Intern | Info Aidtech Pvt Ltd

(Mar 2025 - May 2025)

  • Built responsive, real-world frontend interfaces using modern UI libraries.
  • Focused on interactivity and component-based architecture.

πŸ›  Tech Stack

Domain Technologies
Languages Python C++ JavaScript
AI / ML / NLP PyTorch HuggingFace GCP
Web Dev React Node.js Tailwind Flask
Databases MongoDB MySQL
Tools Docker Git Figma

πŸš€ Key Projects

UnifyLearn: Intelligent Course Discovery Engine

Guide: Dr. Mukesh Mohania

An AI-powered engine that translates natural language into MongoDB queries.

  • Tech: Python, Flask, Node.js, Express, MongoDB.
  • Role: Built the backend for query schema standardization and integrated it with a responsive frontend.

Claim Normalization System

Guide: Md. Shad Akhtar

A system using BART and T5 models to convert noisy social media text into fact-checkable statements.

  • Tech: Transformers (BART/T5), Streamlit, Python.
  • Role: Designed the NLP preprocessing pipeline (cleaning, tokenization) and created the visualization UI.

Aspect-Based Sentiment Analysis

Guide: Md. Shad Akhtar

Advanced sentiment analysis using hybrid Deep Learning models.

  • Tech: BERT, RoBERTa, LSTM/RNN.
  • Role: Fine-tuned transformer models to capture context and implemented attention mechanisms for better polarity prediction.

πŸ“Š GitHub Analytics

Stats Languages

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  1. InfoAidtech_Internship InfoAidtech_Internship Public

    Welcome to my Info Aidtech Internship Repository, where I've compiled a diverse range of projects that showcase my journey in web development and software engineering. Each project represents a uni…

    HTML 1

  2. UrbanSpice UrbanSpice Public

    Urban Spice is a full-stack restaurant website that combines elegant design with rich interactive features.

    HTML 1

  3. Wifi-Simulator Wifi-Simulator Public

    This project models and simulates WiFi communication using object-oriented programming principles. The simulator incorporates key features such as inheritance, data abstraction, data hiding, and po…

    C++ 1

  4. ClaimNormalization ClaimNormalization Public

    Claim normalization using T5 and BART models on social media posts, with complete preprocessing, training, and evaluation using BLEU, ROUGE, and BERTScore.

    Jupyter Notebook

  5. CustomShell-C CustomShell-C Public

    This is a simple shell implementation in C created as part of an assignment. The shell supports basic commends like cd, help, input/output redirection, and some custom commends (add, mul, factorial…

    C

  6. testPortfolio testPortfolio Public

    This is a responsive full-stack personal portfolio website designed and developed to showcase my academic achievements, technical skills, major/minor projects, work experience, certifications, and …

    EJS