Currently
I work at Radial as a Full Stack Software II, building healthcare technology solutions that keep pace with evolving industry needs. I started as a self-taught engineer and have rapidly progressed through technical levels, developing products supporting care decisions affecting 200,000+ patients across 12+ hospitals.
Currently, we are expanding our platform and API capabilities while developing new products and workflows to support the upcoming CMS TEAM model (Transforming Episode Accountability Model). This work leverages our partnership with Bamboo Health and their Pings product to create care coordination solutions for episode-based payment models. My clinical background allows me to bridge the technical requirements with real-world clinical workflows, ensuring our solutions address both regulatory compliance and practical implementation challenges.
Major Projects at Radial
Backend Demo Infrastructure Rebuild
Rebuilt entire backend demo infrastructure using Python and Django to pull real database data, de-identify using SAFE Harbor best practices, and rebuild Django models. Created Django management command tools for instant demo customer creation and AWS Lambda functions for daily data resets. This infrastructure enables sales teams to independently spin up complete demo environments for all product prospects without engineering intervention, transforming our sales process from manual setup to fully automated demonstrations.
Clinical Decision Support ML Platform
Leveraged clinical expertise to bridge clinical and engineering teams in rebuilding clinical decision support modules. Product managed clinical team to create evidence-based rule sets, prepare technical specifications for machine learning engineers, and assist in clarification of concepts during development of predictive models for skilled nursing facility avoidance, palliative/hospice referrals, and readmission predictions.
Demo Infrastructure for Bamboo Health Partnership
Spearheaded and built entire demo infrastructure used by Radial's internal sales team and partner Bamboo Health - one of the most powerful care collaboration networks in the nation. Infrastructure leveraged by Bamboo Health's 20-person sales team to sell RadialCare to existing and new customers nationwide.
RadialCare Platform Development
Played integral role in developing and architecting Radial's new product offering, RadialCare. Transformed product scope from inpatient-only to comprehensive inpatient and outpatient medical services, while building external API for business partner integration. Led complete frontend redesign and backend architecture supporting deployment across 12+ hospitals.
Beth Israel Lahey Health Analytics Platform
Led analytics initiative developing monthly reporting system for Beth Israel Lahey Healthcare Network (5 hospitals). Built automated dashboard using Django, PostgreSQL, and Python generating Excel reports with discharge analytics, readmission rates by discharge type, and product performance metrics demonstrating skilled nursing facility usage reduction.
Legacy React Frontend Modernization
Migrated five-year-old legacy React frontend to modern React best practices, improving performance and maintainability. Wrote complete suite of unit and integration testing that previously did not exist, establishing new code quality standards across the platform.
Personal Project
HTTP Job Queue System
In my spare time, I am working to improve my backend engineering skill set by learning the Go programming language and building a job queue system using solely Go's internal libraries, focusing on understanding lower-level systems programming concepts.
Beyond Code
Development Tools & Systems
Passionate about understanding the tools I use deeply. Transitioned from VS Code to NeoVim, learning Lua for custom configurations and gaining intimate knowledge of my development environment. Currently planning to build a system running Arch Linux to further explore operating systems and low-level programming.
Ultimate Frisbee
Competitive athlete with 18 years at club level and professional experience (2014-2018). Recent achievements:
- 2026: Competing at masters worlds
- 2025: Gold at masters nationals
- 2024: Silver at World Games
- 2024: Silver at masters nationals
Language Learning
Currently studying Spanish using Baselang, practicing through conversations with native speakers and structured curriculum. Learning languages keeps my mind sharp and opens new perspectives for exploring Latin American cultures with my Cuban wife.
Healthcare Domain
Passionate about healthcare with doctorate in physical therapy. While my current role focuses on engineering rather than direct patient care, I continue to leverage clinical expertise at Radial and maintain hands-on practice through treating family, friends, and fellow athletes. This dual perspective allows me to understand both the technical requirements and real-world clinical workflows of healthcare technology.