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RZ-Logic/README.md

Rizwan Ahmed, ACCA. AI automation architect in regulated finance. The AI proposes. A person decides.

Project map: evals, agent skills, governed systems and automation, each branch ending at one checkpoint of deterministic checks

Projects

finagent-os: approval and audit controls for agent actions, enforced in Postgres regulated-rag: 84% faithfulness on 38 hand-graded claims, 12 of 12 precision at 5 RegisterBench: recall of six anti-slop rulesets on 122 planted instances Immi-OS: operating system for a Canadian immigration consultancy, modules A to J

Hobby builds

gpu-price-alert-bot: matcher precision 0.746 to 1.000 and recall 0.812 to 1.000 on 397 held-out listings trip-planner-skill: ride-hail plus transit, compared hub by hub snapshot-realism-skill: phone-snapshot look with the origin declared in metadata clean-thumbnail-skill: editorial thumbnails in 16:9, 4:5 and 9:16

AI coding usage

tokens over the last 30 days API-equivalent value over the last 30 days active-day streak

Hi-score card: tokens and API-equivalent value over the last 30 days, Claude vs Codex split, best day and streak

Daily token usage over the last 30 days: Claude Code and Codex

Pinned Loading

  1. finagent-os finagent-os Public

    Governance-first AI agent platform for SOX-regulated crypto finance. Deterministic policy spine, MCP read surface, audit trail.

    PLpgSQL 3

  2. regulated-rag regulated-rag Public

    Citation-grounded, refusal-bounded retrieval for regulated-domain corpora. Citation grounding and refusal-on-low-confidence enforced as deterministic checks in code, not prompt instructions. v0.1: …

    Python 4

  3. Immi-OS Immi-OS Public

    An enterprise-grade, AI-driven Business Operating System for Canadian Immigration Consultants.

    2

  4. signal-driven-outbound-engine signal-driven-outbound-engine Public

    Signal-driven outbound engine — watches target companies for buying signals (hiring, funding) and triggers AI-scored outreach only when timing is right. 11-workflow state machine on self-hosted n8n…

    3

  5. jobsignal-engine jobsignal-engine Public

    Autonomous AI-powered job search engine. Scans 139 companies, scores jobs 1-10, tailors CVs, preps interviews. Runs while you sleep. $0 AI cost.

    Python 9 2

  6. RegisterBench RegisterBench Public

    Independent, cross-tool, register-split benchmark of anti-AI-slop rulesets. It measures rules, not writers.

    Python 2 1