Medallion Data Architecture
Translating chaotic environmental variables into analysis-ready assets. We architect automated, lean pipelines to ingest raw telemetry, applying strict QA/QC methodologies to move data systematically from 'bronze' (raw) to 'gold' (validated and structured). Built for longitudinal reliability.
Focus: Databricks • SQL • Data Engineering
Production-Grade Statistical GUIs
Statistical models are only effective if research teams can interact with them seamlessly. We develop responsive, highly specific software interfaces that allow epidemiologists and public health officials to query complex data layers and output verified statistical results without manual coding.
Focus: JavaScript • API Integration • UX Design
Hardware & IOT Telemetry
Ambient conditions fail to accurately proxy human physiological strain. We assist in the deployment and calibration of IOT sensor arrays to capture high-resolution 'ground truth' environmental data, ensuring extreme heat metrics reflect actual human exposure for occupational safety and vulnerable populations.
Focus: Sensor Arrays • Thermal Modeling • Hardware
QA/QC Independent Audits
Grant proposals require enterprise-grade data rigor. We provide independent technical validation and systems design reviews to ensure your research infrastructure complies with strict NIH and NSF Data Management Plans. We verify the pipeline so you can defend the methodology.
Focus: Grant Compliance • Data Integrity • Risk Analysis