Helping build healthcare tools for preventative care and restoration of function.
I've worked across consumer neurotech, metabolic wellness, and medical diagnostics — bringing rigor from the elite sports world into healthcare. My work spans harmonizing 300M+ healthcare records, developing brain-computer interface demos for investors, and building metabolic health tracking tools.
Experience
Building the Brain Data Science Platform within Stanford's Department of Neurology, harmonizing large-scale EHR, EEG, and PSG data to make it broadly accessible for research.
→ outcome
In progress.
via Drever Data
Engaged to scope health data science and research programs for a seed-stage hearing and heart health wearable monitoring device, covering wearable technology research and development and data harmonization planning.
→ outcome
Scoped early-stage data science and research program plans before transitioning to a role at Stanford.
Building Averin Health, an AI-powered contract analysis tool that extracts and compares contract details against EHR metrics to support value-based care negotiations for health executives. Leading data science and backend infrastructure development using Azure, Microsoft Copilot, Python, and InterSystems IRIS for EHR integration.
→ outcome
Runner-up in the 2026 Harvard Health Systems Innovation Hackathon — top 2% of 1,000+ participants.
via Drever Data
Outreach to private neurology clinics across the US to integrate an EEG-based dementia detection and monitoring system. Fielding technical questions from clinicians regarding hardware specifications, validation against PET imaging, and FDA clearance.
→ outcome
No sales converted.
Built full web and mobile app infrastructure (React, TypeScript, Vite, Tailwind, Supabase, PostgreSQL, Deno) enabling metabolic insights for oncology patients on ketogenic therapy. Integrated KetoMojo API and OpenAI API. Ensured compliance with FTC Act wellness guidelines and HIPAA data storage requirements.
→ outcome
Integrated KetoMojo API and led technical launch — onboarded first paying users.
Developed EEG signal processing pipelines (FFT, FIR/IIR, feature extraction) and built ML models for novel brain metrics including cognitive speed and brain age. Worked directly with CEO and Lead ML Engineer to prototype a Large Brain Model using autoencoder and transformer architectures. Built and packaged internal Python desktop applications using GitHub Actions, Briefcase, AWS OIDC, and uv.
→ outcome
Built two investor demo applications used directly in Series A and Series B fundraising presentations.
Designed and maintained internal database processing 300M+ healthcare records. Implemented ETL pipelines with dbt, SQL, and Python to harmonize clinical data into Google Cloud Storage within HIPAA- and SOC 2-controlled environments. Collaborated with clinical and engineering teams to define logic for derived clinical endpoints for sepsis and AKI early detection. Regularly produced analyses used to inform FDA communications and submissions.
→ outcome
Biocogniv achieved Breakthrough Device Designation (BDD) for the sepsis diagnostic tool developed during my tenure. Built the AKI equivalent for a second BDD.
Walk-on student-athlete who earned a starting role. Served as lead data analyst for four seasons — constructed and presented pre-match and post-match statistical reports to coaching staff and players in addition to full player responsibilities.
→ outcome
Program rose from unranked to #4 nationally during my tenure, including a 2021 AE Championship and NCAA Tournament runs to the Elite 8 and Sweet 16. Six months after my departure, the program won the 2024 National Championship.
Built ticket sales forecasting models for the marketing team to inform ticketing, concession, and parking decisions. Analysis incorporated geographic data, customer purchase behavior, and game-level variables. Presented forecasting reports to the ticketing team to inform price setting.
→ outcome
Forecasting model adopted by the marketing team for ongoing pricing and inventory decisions.
Live-tagged events in training and matches using Spiideo. Constructed and presented opposition analyses to coaching staff. Occasionally served as a training player.
→ outcome
Team was consistently ranked in the top 3 of the USL Championship during my time with the club.
Drever Data
Data services for mission-driven teams. Serving clients across health technology, sports, and public policy. Open to working with any teams focused on the betterment of their community and the public good.
Engagements
For Harvard HSIL
Averin Health
↗AI-powered contract analysis tool for health executives navigating value-based care negotiations. Averin extracts and compares contract details against EHR metrics to help surface performance gaps, risk exposure, and negotiation leverage. Built on Azure with Python and InterSystems IRIS for EHR integration.
For MyMetabolism (formerly NuOnc)
Metabolic Tracking App
↗The NuOnc app tracks ketone and glucose data over time for oncology patients on ketogenic therapy. This work is inspired and advised by the Glucose-Ketone Index (GKI) research of Dr. Thomas Seyfried of Boston College. Shown here is the 30-day metabolic dashboard with KetoMojo integration and the AI assistant "Mito" for patient guidance.
For Neurable
Brain Age and Large Brain Model Demos
The Neurable Brain Health and Large Brain Model desktop applications are two of a suite of Python apps built to demonstrate non-invasive BCI utility to investors and partners. The former uses two minutes of EOEC EEG data to predict brain age; the latter tokenizes live EEG using an autoencoder and transformer architecture.
Independent
Best.XI
↗Recruiting and lineup selection software for NCAA D1 soccer programs. Annual subscription model, sold door-to-door to coaches.
Independent
PHRP
↗A Personal Health Research Platform that harmonizes wearable, environmental, and behavioral data to allow users to query their own data in natural language.
Pre-prints & Papers
J. Alex, J. Stillerman, N. Fritzhand, T. Paron
T. Paron, H. Thompson
Writing & Podcasting
The Walk-On Way
Interviewing people who took the road less traveled or took on something others said they couldn’t do.
Season 2 in progress
What I’m Thinking About
April 2026
Reading
Atlas of Sleep Medicine
— Chokroverty, Thomas & Bhatt
Tuesdays with Morrie
— Mitch Albom
Recently Read
Raising the Floor
— Andy Stern
Massively Better Healthcare
— Halle Tecco
The Way of the Fight
— Georges St-Pierre
Favorites
The School of Life: An Emotional Education
— Alain de Botton
Courage Is Calling
— Ryan Holiday
The Moral Animal
— Robert Wright
Training
TBD
Writing
Exploring / Side Projecting
Catch Me At
No upcoming events.
Get in Touch
Open to
Based in Palo Alto, CA. Roots in VT and CT. Open to relocation, travel, and remote engagements.