Decisions Guided by Validated Evidence.
Explore production clinical data warehouses, real-time hospital intelligence dashboards, and publication-ready biostatistical models engineered by our team and academy fellows.
45% Latency Drop
Outpatient reporting
Unified EHR Schemas
Cross-clinic normalization
Publication-Ready
STROBE-compliant tables
Daily ETL Refreshes
Automated SQL syncs
Clinical Operations Telemetry Scoping Block
Test this live interactive prototype to see how our engineered data models normalize incoming clinical feeds into clear, actionable executive trends.
Engineered for Real Institutional Impact
Detailed breakdowns of deployed database pipelines, clinical intelligence systems, and research platforms.
Healthcare Operations & Outpatient Tracker
Facility-level outpatient admissions, bed turnover, and pharmacy inventories were fragmented across hundreds of legacy Excel spreadsheets. Clinical leadership could only review operations weeks after reporting periods ended, missing acute bottlenecks.
Engineered an automated SQL data warehouse with Python ingestion connectors, normalizing disparate facility schemas into a single source of truth. Deployed role-gated Power BI dashboards refreshing daily.
- Automated nightly data ingestion pipelines connecting 12 primary facilities
- Clinical indicator threshold alerts delivered to administrative teams
- Unified executive scorecard tracking patient length-of-stay and bed occupancy
Epidemiological Survey Analytics & Insight Brief
A multi-center epidemiological survey across 14,000 patient records required strict data cleaning, missing-value imputation, confounder adjustments, and academic-grade visualizations adhering to international medical journal standards.
Developed reproducible Python and R scripts performing multivariable logistic regression, propensity score matching, and Kaplan-Meier survival curves. Generated publication figures directly matching STROBE and Lancet formatting guidelines.
- Zero-loss data imputation pipeline resolving incomplete patient records
- Reproducible Quarto and Jupyter notebooks with versioned audit trails
- High-DPI vector figures and formatted summary tables ready for journal peer review
Evidence Review & Clinical Decision Support Dashboard
Observational trial records and clinical outcome indicators could not be dynamically sliced or compared across treatment arms and demographic cohorts without demanding manual query scripts from overloaded database administrators.
Engineered a high-performance relational analytics datamart in PostgreSQL paired with a responsive Next.js and Tailwind clinical web portal, enabling principal investigators to filter multi-arm cohorts with sub-second response times.
- Custom interactive web portal featuring role-based clinician access
- Dynamic multi-variable filtering across trial arms, dosage, and outcome states
- Secure data export pipelines with automated de-identification for ethics compliance
Graduate Portfolio Showcase
Sample capstone implementations engineered by our cohort fellows applying structured SQL querying, data hygiene, and biostatistical modeling.
Outpatient KPI Reporting System
Challenge: Mapped clinic admissions trends and patient follow-ups to track quality outcomes across regional primary care units.
Solution: Constructed an end-to-end data pipeline cleaning clinical CSV files and feeding an interactive Power BI KPI tracker.
Genomic Variant Frequency Pipeline
Challenge: Needed to parse and filter large variant sequence files to compute allele occurrence rates and population frequencies.
Solution: Wrote structured Python scripts processing raw VCF sequence files, exporting sanitized variant tables to SQL databases.
Emergency Triage Latency & Flow Monitor
Challenge: Investigated emergency ward congestion where triage-to-physician wait times were not systematically logged.
Solution: Engineered an automated alert dashboard identifying surge hours and estimating physician queue backlogs.
Clinical Trial Randomization & Audit Tracker
Challenge: Designed a blinded block randomization model to balance baseline patient covariates across two trial arms.
Solution: Authored verifiable R scripts generating balanced allocation sequences with audit-ready log tracking.