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hmshuv/README.md

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  1. Portfolio-Optimisation Portfolio-Optimisation Public

    Portfolio optimization of 7 tech stocks and S&P 500 using CAPM, Monte Carlo simulations, and SciPy optimization. Achieved max Sharpe ratio of 1.48 with Efficient Frontier visualization.

    Jupyter Notebook

  2. Fake-News-Classification Fake-News-Classification Public

    NLP text classification using LSTM and Conv1D-BiLSTM models with word embeddings, and traditional ML models with TF-IDF and Count Vectorizers. Achieved up to 93.18% accuracy.

    Jupyter Notebook

  3. Stock-Price-Prediction-of-Tata-Global-Beverages Stock-Price-Prediction-of-Tata-Global-Beverages Public

    Stock price prediction using Moving Average, KNN, ARIMA, and LSTM (RMSE: 24.43). Feature engineering with EMA & MACD achieved 2.49 RMSE using Linear Regression.

    Jupyter Notebook

  4. virtual-ml-steering-wheel virtual-ml-steering-wheel Public

    This project is a virtual steering wheel controller that allows you to control a car in a racing game using hand gestures detected through a webcam. The project utilizes computer vision techniques …

    Python

  5. PEACE.AI PEACE.AI Public

    This repository contains an end-to-end project for a personalized mental health tracker. The model is trained on a Kaggle dataset using a neural network, and it is integrated with both the frontend…

    Jupyter Notebook

  6. Full-Stack-Hotel-Management-System Full-Stack-Hotel-Management-System Public

    This repo contains codebase of end to end hotel mangement web application which was built as a mini project for DBMS, all the major concepts of DBMS are applied in this project

    JavaScript