Bridging the critical gap between patient care and predictive algorithms. I transform complex clinical datasets into actionable, life-saving software solutions, scaling infrastructure from laboratory research to enterprise telemedicine.
MedTech Analytics Inc. • New York, NY
Global Health Systems • Boston, MA
Genomic Research Institute • San Francisco, CA
An AI-driven diagnostic support tool built to analyze complex MRI scans. Engineered a convolutional neural network capable of detecting early morphological signs of neurodegenerative diseases, expediting radiologist workflows by an estimated 30%.
A real-time ICU vitals monitoring dashboard aggregating streaming telemetry data. Integrates an automated predictive alerting algorithm to provide clinicians with early warning scores for severe sepsis risk.
A highly secure, HIPAA-compliant API gateway enabling seamless, encrypted interoperability between regional pharmacy dispensing platforms and centralized hospital Electronic Health Records (EHRs).
A scalable cross-platform mobile application facilitating remote patient consultations. Features include low-latency WebRTC video integration, secure end-to-end encrypted messaging, and digital e-prescription generation.
"Elena possesses a rare, invaluable ability to translate complex clinical needs into robust, scalable software architecture. Her work on our ICU predictive models directly, tangibly impacted positive patient outcomes."
"An exceptional full-stack talent with a sharp analytical mind. Elena's leadership in overhauling our legacy data infrastructure was nothing short of revolutionary for our enterprise efficiency."
"Her predictive algorithms for our oncology clinical trials saved our department months of grueling manual data analysis. Elena is brilliant, extraordinarily reliable, and truly visionary."
Whether you're looking for an experienced technical lead for an upcoming health-tech product, or need a clinical data scientist to optimize your algorithms, I am open to discussing new opportunities.