About This Publication

Welcome to my engineering log for open-source trading R&D. Every post documents what really happens under the hood—successful builds, failed experiments and the commits in between.


What You’ll Find Here

  • QuantCoderFS – converts quant-finance papers into back-testable Python strategies. See the foundational piece ‘From finance papers to Trading algorithm’ (AI Advances, Nov 2024).

  • Chat with Fundamentals – an LLM-powered equity screener that pulls premium fundamentals from EODHD.

  • NEW (Sept 2025) Open 5-Agent Architecture — a Telegram-first, n8n-orchestrated replica of the MarketSenseAI framework for real-time fundamental signals.


Support Ongoing Development

  1. Open your API key through my EODHD affiliate link – same price for you, more dev time for me.

  2. Upgrade to the paid tier for complete n8n workflow exports (JSON) and prompt libraries.


Who Should Subscribe

Traders, quants, data engineers and risk managers who run the code—or anyone hedging real-world positions with systematic signals.


Digital-Minimalism Policy


No cross-posting, list swaps, or recycled click-bait. You’ll see only transparent change logs and design notes. I’d rather hide full workflows behind a small paywall than scatter them across multiple “download” sites—each extra venue dilutes focus and clutters the data-sphere.

If that sounds useful, hit Subscribe and let’s design alpha seeking tools together.

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Quantitative trading applications development log

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Quantitative finance application development with a focus on algorithmic trading and fundamental analysis.