Medical AI and LLM evaluation specialist and DNB-qualified General Surgeon. I evaluate AI-generated clinical, biomedical, general-reasoning, and code outputs, deciding what is actually correct and safe, and turning that into clean benchmark and training signal.
- Currently: Senior Resident in General Surgery (AIIMS, New Delhi) and an LLM Evaluation Specialist at Turing (remote).
- Focus areas: medical and clinical AI evaluation, clinical safety, general LLM evaluation, Python code QA, coding-agent evaluation, and ML/data-science evaluation.
- Background: DNB in General Surgery and MBBS, with active registration with the Delhi Medical Council; Python coursework from the University of Michigan and hands-on ML and data-science work in my evaluation projects.
- Medical LLM Evaluation and Safety Studio - FastAPI + React/TypeScript tool that scores clinical model answers against a rubric, with dosage, unit, and contraindication safety checks.
- Clinical ML and Data Science Lab - reproducible lab covering modeling, cross-validation, calibration, error analysis, and SQL/DuckDB analytics on clinical-style data.
- Code QA and Coding-Agent Evaluation Harness - Python harness with reference solutions, hidden tests, and automated verifiers, including medical-calculator safety tasks.
Python, FastAPI, SQL, PostgreSQL, Docker, GitHub Actions, pytest, pandas, NumPy, scikit-learn, DuckDB, React, TypeScript, Vitest.
- Email: ritika.surgeon4@gmail.com
- LinkedIn: https://www.linkedin.com/in/ritika-jha-dr-7ba628422/
- Location: New Delhi, India