Algorithmic Trading and Financial Engineering
Projects building automated trading systems, quantitative models, and financial data infrastructure.
What It Is
Financial Modeling is the creation of mathematical representations of financial scenarios and outcomes. On this site, it matters because it transfers across technical, operational, and venture work instead of staying trapped in one narrow context.
Learn more: https://en.wikipedia.org/wiki/Financial_modeling
Algorithmic Trading Initiative
Set up a company and an Interactive Brokers account to build an automated algorithmic trading platform. Used Principal Component Analysis to identify market...
Capital formation systems
Structures aggregate and allocate financial resources into ventures, projects, and assets.
Capital Systems
Structures raise, allocate, and manage capital across ventures, including funds, syndications, and investor relationships.
Cryptocurrency Data Platform
Built a real-time cryptocurrency data platform and public website for index data processing and analytics — processing and serving live market data from...
Customer lifecycle systems
Frameworks manage acquisition, onboarding, retention, and expansion of customers over time.
Deal Structuring Systems
Systems define how agreements are formed, how value is split, and how incentives are aligned between parties.
Finance/accounting systems
Structured recording and reporting frameworks track assets, liabilities, revenue, and compliance across time.
Frontier Equity Partners — Colonial Apartments Real Estate Syndication
Put together a deal to acquire an apartment complex as a real estate syndication. Built financial models, created the Private Placement Memorandum, developed...
Great Data Lake — Rent Demand Pressure Quantification Dataset
Built a real estate data product that equips developers, operators, and rehabbers with actionable insights into market demand and geographic preferences by...