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Random thoughts on coding and technology

I’m a Senior Front Office Technology Engineer working across trading, investment technology, data, automation, risk, and AI. This blog is where I write about practical engineering: Python, .NET, quantitative tooling, cloud and distributed systems, local and hybrid LLM workflows, AI agents, and the systems thinking behind reliable real-world software.

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September 14, 2025

A Practical, Production-Ready Tool for Summarizing YouTube Videos with LLMs and Agents

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August 31, 2025

Querying and Plotting Data with LangChain’s Pandas Agent + OpenAI

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August 31, 2025

Building a Tiny LangGraph Agent with a Tool: A Weather-Aware Trip Planner

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Build Your Own Local Copilot in VS Code with Continue + Ollama (CodeLlama‑7B)

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From Zero to AI‑Ready: Python on Windows via WSL 2 and VS Code (GitHub + Codex Integration)

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RiskOptima Options Analysis Suite

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Catching Market Turns with SPY & VIX Divergence

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