Real-Time Symbol Manipulation
Integrating MediaPipe with TouchDesigner to improve digital interaction. Part of my study on increasing participation in virtual worlds.
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S&P500 Stock Predictor
Fine-tuned models using Hyperparameter Modelling and Grid Search to algorithms like Ridge and Lasso Regression achieving 74% accuracy in prediction
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Automated X bot with OpenAI & Gemini API
X bot made using OpenAI API and Gemini API, posts written through GenAI, implemented error handling for Rate limiting.
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Anime NLP Chatbot
A chatbot that provides updates on anime shows, with two prototypes: one using the AniList API for anime data, and the other leveraging NLP for understanding natural speech through tokenizing, built with Python and JSON.
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MATLAB Atmospheric Data Parallel Computing
NetCDF Processing of climate model data from ECMWF, automated testing. 40% faster runtime compared to sequential processing initially.
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C++ Text Based RPG
Text-based Adventure RPG, made in C++, fight monsters, and collect souls to escape the great forest.
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Facial Detection in Autonomous Weapons
A comparitive and ethical study on facial detection algorithms used in autonomous weapons. Fine tuning models to achieve high accuracy.
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TCP Book Sales App
Interactive book recommendation app with IP socket connection, Pandas data manipulation, Input and Error handling.
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Flask Web APP - Jawara
Web-App for a major car company in Japan(case study), makes their way of communication and work more efficient.
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