Projects

What I've built and what I'm still building. The active ones are where the current week goes.

01

Currently building

EdenFintech Scanner (Python) Stdlib Python screener for US-listed equities with a typed three-role LLM review stage. John Montgomery's current primary quant project. Read more → edenfintech.com Free weekly watchlist surfacing insider cluster buys from US SEC Form 4 filings. Rules-based, backtested, the product front end for the scanner. Read more → FTR Strategy Backtester Three systematic trading strategies on a shared Python metrics spine. Confidence-adjusted expectancy, walk-forward validation, MD5 data snapshots. Read more → jobabroad.co.za South African work-abroad lead-gen site. Next.js 16 landing page, manual WhatsApp sales loop, Supabase token-gated member area with category guides, CV upload, and semantic search. Read more → Magic Camera A child-safe PWA that turns a phone photo into playful AI art. No app store, no account, installs from the browser. A test of how capable PWAs have become. Read more → SA Wills Database A POPIA-resident estate-planning platform for South Africa: draft a Will and Living Will, register and store them, release them safely on death. Deterministic legal engine, with the LLM kept behind a de-identification boundary. Read more → SignalTrace Multi-wiki Quartz 4 site hosting five OSINT / financial-research case studies, with a shared entity taxonomy and custom build orchestration. Read more → SpendSilo A PWA that scans invoices and receipts and hands them back as validated JSON, with a typed extraction contract and a review queue that never auto-approves. Read more →

02

Maintained

WeCoza 3.0 WordPress plugin with a 43-table Postgres schema and plpgsql triggers, built for a South African training provider. Long-running client engagement. Read more → yourdesign.co.za 20+ years of freelance WordPress and WooCommerce work. Custom themes, agency sub-contracts, and the original brand site for John Montgomery. Read more →

03

Archived

apes-signal Python port of a TradingView Pine momentum indicator with an iterative ratchet optimiser. Archived negative-result research over 125,000 XAU/USD bars. Read more → DevAi App Playground (2024) Archived 2024 AI playground that once occupied devai.co.za: InvestAI analyst platform, NL-to-SQL Gradio app, YouTube summariser, and custom ChatGPT GPTs. The domain now hosts this wiki. Read more → Insider Signal Research IS / OOS research programme over 4,143 SEC insider-buy signals. Shelved with a written postmortem; the research platform survives the conclusion. Read more → yt-ts Gradio tool converting trading transcripts to structured Google Sheets rows via regex pre-filter and provider-agnostic LLM. Archived personal tool. Read more →