At EmergeTech Inc, I write Python unit and integration tests for FastAPI services and REST endpoints, covering normal inputs, invalid inputs, and error responses.
I validate AI model outputs against labeled data, review errors, and check results for accuracy and consistency. The work achieved 92% accuracy and 92.2% F1.
I validate APIs and JSON payloads with Postman and automated checks, then investigate failures and document reproducible steps. I also automate builds and test runs with GitHub Actions and Docker.
On AQROS – AI Quant Research Operating System, I built REST APIs and dashboards with validation rules and automated service tests. For my electricity forecasting project, I used chronological splits to prevent data leakage and achieved an R² of 0.998 on held-out data.
