Capabilities

What I Build

Live exposure, drawdown control and scenario engines that keep option-selling books honest under stress.

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Robust, low-friction trading systems — from data pipelines to execution — built for throughput and reliability under load.

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Volatility-surface modelling, options pricing and signal research — from hypothesis to backtested, capital-ready strategy.

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Storing and querying options data at scale with Polars — the tick stores and data backbone every model quietly depends on.

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Expertise

Core technical stack deployed in high-performance production environments.

Python

Scripting & data

Rust

Systems & speed

SQL

Query language

DuckDB

Analytics engine

Polars

Dataframes

FastAPI

Python APIs

Docker

Containers

Git

Version control

Next.js

App Router / SSR