Work

Flagship projects across commerce architecture, distributed optimization, and quantitative engineering.

OptiSharp

2024–Present

C# Hyperparameter Optimization Library

Ask/tell API architecture diagram illustrating decoupled optimization

A pure C# hyperparameter optimization library implementing TPE, CMA-ES, and random sampling. Thread-safe ask/tell API with GPU acceleration support and distributed workload orchestration. Built to eliminate Python subprocess dependencies from .NET optimization workflows.

C# .NET TPE CMA-ES Distributed Optimization

MlTrader

2023–Present

Deterministic Quantitative Research Engine

Deterministic backtest engine fill modeling diagram

A deterministic quantitative trading research engine with continuous differentiable strategies, precise exit resolution backtest engine, walk-forward validation, crash-aware regime modeling, and multi-layer objective optimization. Engineering precision over hype.

C# Backtesting Walk-Forward Quant Risk Modeling

Complex Shopify Architectures

2018–Present

Commerce Systems

Event-driven UI state, custom sizing and variant systems, webhook + Flow hybrid automation pipelines, checkout customization, and API-first integration architectures. Clean architecture over theme hacking.

Shopify Commerce Webhooks API-first Automation

Open to

  • Commerce architecture engagements — Shopify, API integrations, automation systems
  • Optimization and distributed systems design
  • Architecture rescue projects and technical audits
  • Consulting on complex engineering problems