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ChunkyTortoise/README.md

Cayman Roden

AI Engineer | Python, FastAPI, LLM applications, agents, and evaluation

I build LLM applications, agents, and evals for contract AI engineering. The named paid engagement is Acuity Real Estate. Other public repos below are independent portfolio work unless a line says paid.

Portfolio · LinkedIn · Acuity SMS bots · DocExtract

Interview proofs

Project Evidence Context
Acuity SMS bots Client-reported 500+ inbound leads during a January to March 2026 deployment; 1,700+ tests at handoff; audit of 226 existing GHL workflows Paid engagement
DocExtract 95.5% weighted field-level accuracy on 28 committed offline replay fixtures; separate 202-case authoring corpus; 80% CI coverage gate Independent engineering

Cloneable reviewer index

The two hero repositories above hold the primary evidence. This small index makes their release-gate, action-boundary, retrieval-failure, and client-scoping patterns runnable without an API key:

git clone https://github.com/ChunkyTortoise/llm-reviewer-path
cd llm-reviewer-path
uv sync --group dev
uv run pytest

Independent portfolio systems

Engineering notes

Role fit

Strongest: AI Engineer, Applied AI Engineer, AI Backend Engineer, selective Forward Deployed Engineer.

Not targeting: Senior/Staff/Principal/Lead titles, research-scientist roles, model-training-heavy ML roles, QA-only roles.

Pinned Loading

  1. jorge_real_estate_bots jorge_real_estate_bots Public

    Acuity Real Estate SMS lead qualification: 500+ leads, bilingual EN/ES, 1,700+ tests at handoff. FastAPI + Redis + GHL.

    Python

  2. docextract docextract Public

    Document-extraction RAG: 95.5% weighted field-level accuracy on 28-case offline CI replay; 202-case corpus (151+51). FastAPI + pgvector + Claude.

    Python

  3. llm-reviewer-path llm-reviewer-path Public

    Clone-and-pytest reviewer path for eval gates, approval boundaries, retrieval failure modes, and delivery-scoping evidence. No API key required.

    Python