Tools I've actually shipped something with.
Nothing on this page is from a tutorial. Every item below appears somewhere in the research or the roles.
- Python
- C++
- SQL
- Bash
- Linux
- Excel
- Bloomberg Terminal
- Interactive Brokers API
- Git
- FastAPI
- Distributed Systems
- System Design
- Market Making
- Market Microstructure
- Derivatives Valuation
- Greeks & Delta Hedging
- Implied Volatility Surfaces
- Statistical & Time-Series Modeling
- Monte Carlo Simulation
- Cointegration
- Statistical Arbitrage
- Pairs Trading
- Multi-Factor Modeling
- Ornstein-Uhlenbeck
- Backtesting
- Walk-Forward Validation
- Portfolio Optimization
- Black-Litterman
- Risk Parity
- Risk Management
- VaR & Drawdown
- Transaction Costs & Slippage
- Markouts
- Equities
- Options
- ETFs
- Futures
- Fixed Income
- Commodities
- Crypto
Independent trading since 2021.
- scikit-learn
- XGBoost
- PyTorch
- Feature Engineering
- Time-Series Validation
- Airflow
- ETL Pipelines
- Data Warehousing
- Data Governance
- MLOps
- PostgreSQL
- MS SQL Server
- MongoDB
- Spark
- Pandas
- NumPy
- Plotly
- Power BI
- Tableau
- OpenAI / Anthropic APIs
- LangGraph
- RAG & Vector Search
- MCP Tool Calling
- Knowledge Graphs
- Prompt Engineering
- LLM Evaluation
- Guardrails
- Observability
- AWS
- GCP
- Docker
- Kubernetes
- Terraform
- CI/CD
- Jenkins
Education
Rutgers Business School
Newark, NJ
Master of Quantitative Finance
Algorithmic Trading & Portfolio Management · Derivatives · Fixed Income · Econometrics · Quantitative Methods
Selected to represent Rutgers at the Rotman International Trading Competition (RITC), Toronto, Feb 2027
CSU Chico
Chico, CA
B.S. Management Information Systems, Minor in Computer Science
Advanced Algorithms & Data Structures · Artificial Intelligence · Database Application Development · Business Analytics with Python · Data Communications & Networking · Financial & Managerial Accounting · Economics
Bloomberg Market Concepts
Economic indicators, currencies, fixed income, and equities on the terminal.
Microsoft Business Analyst Professional Certificate
Requirements analysis, data modeling, and stakeholder documentation.