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wizardoftrap/README.md

🏒 Data Science@DIOnce | IIT Ropar

🌐 Socials:

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πŸ’» Tech Stack:

Java C C++ Python Spring Flask FastAPI Firebase MySQL Neo4J PostgreSQL Machine Learning Deep Learning GenAI LangChain AI Agents Microsoft Azure Google Cloud n8n Unsloth Hugging%20Face%20Transformers LangGraph Graphiti

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  1. Referring-Video-Object-Segmentation Referring-Video-Object-Segmentation Public

    RVOS aims to segment object instances in a video based on natural language expressions across all frames. The project leverages the DAVIS-2017 dataset and integrates a custom deep learning model th…

    Jupyter Notebook 1

  2. language_agnostic_classifier language_agnostic_classifier Public

    A language-agnostic text classifier trained only on English that generalizes to Hindi by learning meaning instead of language.

    Jupyter Notebook 1

  3. EV-Charging-Station-Location-Optimization EV-Charging-Station-Location-Optimization Public

    This project optimizes EV charging station placement and capacity using MATLAB. It calculates optimal locations based on voltage stability and traffic congestion, then determines the ideal number o…

    MATLAB 16 1

  4. Algorithm-Design-For-Spectral-allocation Algorithm-Design-For-Spectral-allocation Public

    This project aims to develop an algorithm for spectrum allocation that meets specific requirements and optimizes the use of the electromagnetic spectrum.

    Python 1

  5. quiz-maker quiz-maker Public

    This is a robust Streamlit app for student quizzes, powered by Gemini Flash 2.5 for question generation, Gemini embeddings for PDF notes, Pinecone for vector storage, and PyPDF for PDF processing.

    Python 1

  6. llm-notebooks llm-notebooks Public

    This repository contains Jupyter notebooks for fine-tuning large language models using different approaches and for converting trained models to LiteRT format for edge/mobile deployment.

    Jupyter Notebook 1