Data Engineering Projects in LortonData Engineering Projects in LortonSelf-initiated internal product. Odds Desk uses public data only. It is not client work, a trading tool, or financial advice.
I built this because a research brief is only as trustworthy as the source snapshot behind it. Catalog freshness, derived summaries, file identity, and editorial status need to stay consistent across every generated artifact.
The workflow synchronizes a public catalog, exports one canonical bundle, generates and validates a summary, regenerates a manifest, checks declared SHA-256 values against disk, and produces a dashboard and Markdown brief from the same saved files.
The workflow fails closed. If a required validation fails, the bundle stops, the evidence is preserved, and no buyer-ready issue is produced.
The gallery shows a July 30, 2026 snapshot with 675 saved markets, 36 unverified research leads, zero verified cards, and four of four declared hashes matching disk. The state remains RESEARCH_PREVIEW.
Best fit: public API ingestion, reproducible research bundles, validation pipelines, provenance checks, fail-closed editorial workflows, and automated briefing systems. QuantumShield Core — Governed AI Security Operations Platform.
Problem: Organizations using AI for security cannot prove, months later, that a human actually reviewed and governed AI output. When audits arrive, they have timestamps but no evidence of judgment.
What I built: A production governance platform where every AI-assisted security decision goes through human review with mandatory written reasoning. Every decision is recorded in an immutable, append-only log that can be replayed step-by-step. The system enforces strict rules: no autonomous governance action, no hidden fallbacks, no record deletion. I built the operator interface, validated structural integrity, and documented the entire governance philosophy.
Key capabilities: human-in-the-loop approval gates, decision replay, lineage visualization, governance scenario training lab.
Tools: Python, JavaScript, PostgreSQL, Security Architecture, Governance Design.
Learn more: https://quantumshieldlabs.dev/ 
