AVAILABLE FOR COLLABORATION

ZAIN
MAHMOOD

AI & Quantitative Risk/Product Builder

Building AI-powered risk systems and LLM applications for global energy markets. Shipping a new product every week.

EXPLORE MY WORK
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10+
Years
$B+
Managed
AI
Systems

WHAT I BUILD

Risk Modelling

VaR & liquidity models, Monte-Carlo simulations, scenario analysis

Quant Analysis

PPA pricing, gas storage optimisation, hedging strategies

Data Engineering

Real-time streaming (Kafka), cloud infrastructure (AWS/Azure)

Machine Learning

Demand forecasting with deep learning, time-series (SARIMAX), TensorFlow/PyTorch

LLM Systems

RAG pipelines with vector search, self-hosted inference (Ollama), LLM API integration

Product Building

Shipping apps weekly, from idea to launch, bootstrapped

LATEST POSTS

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•6 min read

Black-76 Monte Carlo in Python: Pricing Commodity Options the Right Way

Why Black-Scholes is wrong for commodity futures options, and how to build a Monte Carlo pricer using the Black-76 model in Python. Full code walkthrough with Greeks, Asian payoffs, and live WTI data.

#Python#Quant Finance#Monte Carlo
•6 min read

AI Isn't Democratizing Development. It's Doing the Opposite

AI coding tools are creating two classes of developers. Elite devs with domain expertise are becoming superhuman. Everyone else is generating slop faster.

#AI#Software Engineering#Developer Productivity

LET'S BUILD TOGETHER

Ready to transform AI and quant finance? Let's connect.

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