AGENT SYSTEMS · FOOD & PROCESS
coyote
FOOD AGENT
I built Coyote Food Agent to turn a food-science brief into a document you can hand to a reviewer.
01 // HOW IT RUNS
ILLUSTRATIVE SESSION · USES SAMPLE DATA
I DEFINE THE REVIEWER'S QUESTIONS FIRST.
01 / 04 · SCOPED · TRACEABLE · REVIEWABLE
THE AGENT DRAFTS FROM THE PROCESS NOTES.
02 / 04 · SCOPED · TRACEABLE · REVIEWABLE
I REQUIRE A SOURCE FOR EACH CLAIM.
03 / 04 · SCOPED · TRACEABLE · REVIEWABLE
THE ENGINEER REVIEWS AND SIGNS THE DOCUMENT.
04 / 04 · SCOPED · TRACEABLE · REVIEWABLE
02 // FIELD FILE · MAYAS YO SU
MAYAS Yo Su
MAYAS Yo Su is a dairy venture developing a whey beverage. I used Coyote to draft the application documents and simulate the process line.
I checked the engineering and signed off on each file.
ROLE · DOCUMENT PRODUCTION · SIMULATION REPORTING
SCOPE · APPLICATION PACKAGE
CLIENT AGREEMENT LIMITS DETAILS
SCOPE · APPLICATION PACKAGE
CLIENT AGREEMENT LIMITS DETAILS
DELIVERED DOCUMENTS
Mayas_Degerlendirme_Raporu.docx
Mayas_Aksiyon_Listesi.xlsx
whey_prototyping_action_report.pdf
whey_beverage_prototyping.zip
yogurt_whey_fabrication.zip
Ek-5_MAYAS_Dijital_Simulasyon_Raporu.pdf
FILE NAMES ONLY · CLIENT CONTENTS PRIVATE
03 // SUPPORTING WORK · AQUAINTEL
AquaIntel
Noushin Arfatahery leads AquaIntel's aquaculture-intelligence work. I used Coyote Food Agent to prepare the model documentation and evaluation package.
The documents state the model's limits and record each check. A third-party reviewer can read the package without the research team present. AquaIntel owns the findings and figures.
ROLE · DOCUMENTATION SUPPORT
AQUAINTEL OWNS THE RESULTS AND DATA
AQUAINTEL OWNS THE RESULTS AND DATA
CONTRIBUTED DOCUMENTS
AquaIntel_Evaluation_Report.docx
AquaIntel_Model_Card.docx
I wrote both for reviewers outside the project team.
04 // SKILLS BEHIND THIS WORK
Agentic LLMs & RAG systemsADVANCED
SLM / LLM fine-tuningADVANCED
Multimodal agentsINTERMEDIATE
AI tooling: MMAudio, MagicQuill, Bolt, SearxNG, OpenWebUIADVANCED
Computer vision: SAM & YOLOINTERMEDIATE