Summary#

Expert-level Python developer with 5 years of experience across backend development, data science, machine learning, and distributed systems. Proficient in the full Python ecosystem from web frameworks to scientific computing libraries. Published IEEE researcher using Python for healthcare data analytics.

How I Apply This Skill#

• Built FastAPI backends with async endpoints and comprehensive API documentation
• Trained custom Echo State Networks from scratch using NumPy for time series forecasting
• Performed healthcare analytics on COVID-19 data, resulting in 3 IEEE publications
• Created distributed systems including blockchain clients and databases with 2-phase commit
• Developed data mining pipelines achieving >0.8 confidence association rules
• Built full-stack RAG applications integrating with Anthropic and OpenAI APIs

Key Strengths#

• Data Science Stack: pandas, NumPy, Matplotlib for EDA and visualization
• Machine Learning: Custom neural networks, mlxtend for association rules, scikit-learn
• Web Development: Flask, FastAPI for REST API development
• Database Integration: SQLAlchemy, raw SQL with parameterized queries
• Network Programming: Sockets, threading for distributed systems

Related Projects#

• Obsidian Notes Pipeline - FastAPI backend with RAG
• Long COVID Prediction - Healthcare ML with IEEE publications
• Echo State Network - Custom neural network implementation
• Study Buddy - Flask backend with Swagger documentation
• Custom API Webserver - REST API from scratch
• Custom Blockchain - Distributed consensus client