I'm a bioinformatics engineer working at the seam where single-cell genomics, cheminformatics, and machine learning meet. I build reproducible pipelines that move ideas from raw biology to deployable software — APIs, Docker images, fairness audits, and all.

🔬 Research interests  ·  Alzheimer's disease  ·  scRNA-seq  ·  QSAR  ·  molecular docking  ·  clinical ML

🚀 Currently building

• 🧠 AD-scRNA2QSAR — scRNA-seq → drug-target → QSAR → Flask API
• 🏥 readmit-bench — calibrated XGBoost + FastAPI + Flask SaaS

_{turning data
into pipelines}

🧠   scRNA-seq → drug-target → QSAR → Flask API. Alzheimer's pipeline built on Seurat, CellChat, MiloR, RDKit, and scikit-learn.

Seurat CellChat MiloR RDKit Flask

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🏥   30-day readmission risk on CMS DE-SynPUF. 12+ models benchmarked, calibrated XGBoost served by FastAPI + Flask, fairness-audited, drift-monitored.

XGBoost FastAPI MLflow Docker

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⚡   HPC vs Big Data, head-to-head. Same bioinformatics workloads implemented with MPI and Apache Spark to compare paradigms.

MPI Apache Spark Python

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📚   One-click EMBL-EBI course grabber. Browser tool that pulls every slide, video, and dataset from any EMBL-EBI training course into a tidy archive.

JavaScript Web tooling

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