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4 projects
Project archive

Selected work from coursework, competitions, and research training.

I use these pages as project records: what the assignment or question was, what I contributed, which methods I tried, and what I learned.

English redrawn NSOFC GWAS regulatory-variant mechanism-chain figure
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NSOFC-RegRank: a GWAS candidate-variant project complete

A completed computational research project on organizing, auditing, and prioritizing noncoding GWAS candidates for nonsyndromic orofacial clefts.

research · Python, R
2 project types
4 completed projects
18 tools mentioned
Original Figure 1 from the PM01 robot project report showing the unified hierarchical framework
research complete

PM01 robot competition: a hierarchical RL project

A modeling project that connects safe robot skills, attack and defense selection, single-round tactics, and BO3 resource decisions.

#reinforcement-learning#robotics#simulation
Original Figure 1 from the HERMES-IC+ project report showing the full hierarchical architecture
data complete

HERMES-IC+: a time-series modeling project

A project exploring minute-level return prediction with causal OHLCV features, specialized experts, and purged out-of-fold model fusion.

#time-series#quantitative-modeling#machine-learning
Original Figure 1 from the WNBA project report showing the integrated decision framework
data complete

WNBA team decision model: a 2026 MCM/ICM project

A team modeling project connecting player valuation, salary-cap roster optimization, league expansion, ticket pricing, and injury-response scenarios.

#optimization#sports-analytics#data-pipeline