Working knowledge

Capabilities.

A practical matrix spanning financial reasoning, quantitative methods, engineering, and product judgment.

01

Finance

  • Financial statement analysis
  • Corporate finance
  • Valuation
  • Capital budgeting
  • Risk and return
  • Portfolio concepts
  • Accounting fundamentals
  • SEC filings (10-K, 10-Q)

02

Quantitative

  • Volatility modeling (GARCH)
  • Monte Carlo simulation
  • Regime detection
  • Risk metrics
  • Time-series analysis
  • Backtesting discipline

03

Engineering

  • Python
  • TypeScript
  • FastAPI
  • Next.js
  • PostgreSQL
  • Redis
  • Containers
  • Cloud deployment
  • Data pipelines
  • Machine learning
  • AI integration

04

Product

  • User journeys
  • Simplification
  • Feature prioritization
  • Product architecture
  • Platform strategy