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Data Science & ML
Atlas Trading System
Production algorithmic trading system managing real capital. Implements machine learning ensemble models for market prediction and automated trade execution.
Technologies & tools
Python
NumPy
Pandas
Asyncio
Scikit-learn
XGBoost
TensorFlow
Docker
Redis
Biostatistics Research - Cognitive Health Study
Large-scale statistical analysis investigating medication effects on cognitive outcomes using a national dataset. Study currently under peer review for publication.
Technologies & tools
Jupyter
Python
Pandas
SciPy
Statsmodels
Mixed Models
Survival Analysis
Personalized Learning System
Machine learning-driven adaptive education platform that dynamically adjusts learning paths based on real-time performance data. System personalizes content delivery, difficulty levels, and pacing for individual learners.
Technologies & tools
Python
TensorFlow
Scikit-learn
PostgreSQL
Redis
Flask
React
Docker
Automated Grant Writing System
Natural Language Processing system that assists in generating grant proposals by analyzing successful applications, matching funding opportunities, and automating repetitive writing tasks.
Technologies & tools
Python
spaCy
NLTK
Transformers
OpenAI API
PostgreSQL
FastAPI
React