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Royce
developerBioinformatics + data science · mRNA × AI tooling · cfDNA / ctDNA · M.S. ADS @ Michigan, CUHK current. Lean 4 + Python · HKT
Public projects
py-idp
AI-enabled Intelligent Document Processing for Python: 12+ LLM backends, Pydantic schemas, self-hosted OCR (Nanonets-OCR2-3B), auto-schema discovery, HITL review, prod FastAPI server. AGPL-3.0 + commercial.
Pythonanthropicdeepseekdocument-ai
agi-kit
AGI-ready kit: CLAgent closed-loop agent + A3S standard protocol + cognitive taxonomy + IRT calibration + adversarial audit + ARC domain (v1.0.0).
Python
cancer-screening
Ultra-Sensitive Stage I Cancer Screening System — ML/DL/RL for 0.001% VAF ctDNA detection
Python
Likely stack
ClaudeOpenAIFastAPI
