AI & ML2024Team Leader & ML Engineer
Stock Market Time-Series Prediction
Deep learning time-series forecasting for stocks and crypto using sentiment analysis and historical market data.
3rd / 100+ TeamsHackathon Standing
84.2%Model Accuracy
500K+Data Points Analyzed
Project Overview & Mission
Time-series forecasting project for cryptocurrencies and equities using deep learning models and natural language sentiment analysis. Spearheaded development as Team Leader, achieving 3rd place among 100+ teams at the RoboMania AI Hackathon.
Key Architectural Highlights
LSTM Time-Series Network: Trained on multi-year OHLCV candlestick data for trend projections.
News Sentiment Extractor: Natural language classification analyzing financial headlines.
Interactive Visualization: Matplotlib and Pandas pipelines charting predictive volatility bands.
Project Details
My RoleTeam Leader & ML Engineer
CategoryAI & ML
Timeline2024
Live Domainstock-ai.prediction
RepositoryUditkrpathak
Technologies & Libraries
PythonPyTorchPandasNumPyScikit-LearnMatplotlib
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