About
I've spent 30+ years building data-intensive systems, from signal processing algorithms at venture-backed startups to managing bioinformatics programs at J&J to directing data sciences for a stroke detection company. Four patents. Four degrees from Johns Hopkins, Catholic University and Penn State. MIT data science certification. Along the way I've worked at every scale, from two-person startups to multinational healthcare companies, and in every role from individual contributor to department manager to director.
Now I'm applying all of that to Vantage Meridian Group. We test the paths a customer can take into a local business: the form on the site, the booking page, every published phone number, the buttons on Google and Yelp. The owner gets a written finding with the evidence behind every line. Not software to license and learn. The diagnosis, and then the repair.
It is the same discipline I spent thirty years on in regulated engineering: measure it, say what the measurement covers, and never claim more than the evidence supports. A booking path that silently stopped working is a defect like any other. The difference is that it usually has nobody inspecting it.
VMG's first product, PricePilot, was a pricing-intelligence tool for small retailers. Building it to production, and sunsetting it, taught us the lesson the company now runs on: small businesses don't need more software to operate; they need the work done for them.
Career
Founder & CEO, Vantage Meridian Group
2025 – Present · Space Coast, FL
VMG diagnoses and repairs the front door of local service businesses: the paths a customer can take in, tested from the outside and reported with the evidence behind each finding. The audit comes first, the repair follows, and continued re-checking keeps a repaired path honest. Every claim in a deliverable traces to something checked, dated, and shown to the reader.
Senior Development Engineer, Philips
May 2023 – Present · Orlando, FL
Systems engineer for MR-compatible patient monitors. Lead engineer and architect for the MRPC AI Platform, AI-enabled multi-agentic applications that improve product development workflows across the engineering organization.
Director of Data Sciences, MindRhythm, Inc.
Dec 2019 – Dec 2021 · Cambridge, MA
Led data sciences and ML algorithm development for a VC-backed medical device startup developing pre-hospital stroke detection. Built the end-to-end data management infrastructure (AWS EC2/RDS/S3, MySQL, MATLAB App Designer) and implemented the full ML workflow, from automated data quality screening through deep transfer learning with pre-trained CNN architectures (ResNet, GoogLeNet). Managed the clinical study data pipeline including REDCap EDC customization for multi-site investigators.
Mentor, MIT IDSS Applied Data Science Program
June 2023 – June 2024
Mentored cohorts of aspiring data scientists through MIT's intensive 12-week Applied Data Science program. Led weekly sessions covering Python, statistics, machine learning, deep learning, and recommendation systems.
Staff Engineer → Department Manager → Senior Manager & Senior Principal Engineer, Ortho Clinical Diagnostics / J&J
1999 – 2011 (12 years) · Rochester, NY / Zurich, Switzerland
12-year career spanning individual contributor through department management at J&J's diagnostics division. Conceived and managed the BIRCH Program (bioinformatics web-portal and private cloud for J&J researchers). Delivered Smart Search technology achieving 2000x computational efficiency improvement in biomarker discovery. Managed a technical staff of 12–17. Served as international service employee managing strategic partnerships in Zurich. Saved ~$10M by modeling optical system errors that eliminated a field calibration program. Named inventor on patented metering and fluid handling technologies.
Engineering Career: Medical Devices & Defense
1994 – 1999
Signal processing and systems engineering across medical devices and defense. At MedAcoustics (VC startup), developed patented algorithms for non-invasive coronary artery disease detection using acoustic signal processing and machine learning. At ORINCON Corporation, built pattern recognition and automated target classification systems for sonar, radar, and real-time FLIR video using neural networks.
Patents
Estimating Fluidic Properties and Methods to Improve Metering Precision and Accuracy
Diagnostics / Fluid HandlingAcoustic Window Identification
Cardiac DiagnosticsQuantitatively Measuring Error Causing Parameters in Fluid Handling
Diagnostics / InstrumentationNon-Invasive Turbulent Blood Flow Imaging System
Cardiac ImagingKey Technical Projects
MRPC AI Platform
PhilipsAI-enabled multi-agentic applications improving product development workflows across the MR patient monitoring engineering organization.
Pre-Hospital Stroke Detection ML Pipeline
MindRhythmEnd-to-end ML workflow for LVO stroke detection: automated data quality screening, feature extraction, 25 traditional ML algorithms, and deep transfer learning with ResNet and GoogLeNet architectures.
BIRCH Program
J&JConceived and managed a bioinformatics web-portal and private cloud computing platform for J&J researchers, enabling large-scale biomarker discovery.
Smart Search
J&JTechnology for mining high-dimensional spaces in biomarker discovery, achieving a 2000x increase in computational efficiency.
Coronary Acoustic Imaging
MedAcousticsPatented algorithms for non-invasive coronary artery disease detection using time-space array signal processing and machine learning. Two patents resulting.
PricePilot
VMGPricing-intelligence tool for SMB CPG brands. Deterministic rules engine, Next.js/FastAPI stack, Stripe payments, deployed to production.
Selected Engagements
Consulting and contract engagements across medical devices, diagnostics, and instrumentation.
| Company | Role | Domain | Period |
|---|---|---|---|
| Baymar Solutions | Sr. Systems Engineer | Multi-omic digital spatial PCR IVD | 2022 |
| Johnson & Johnson | Quality Engineer | Robotic surgical systems | 2019 |
| Philips | Systems Engineering SME | Automated external defibrillators | 2018–2019 |
| Datacolor | Application Engineer | Spectrophotometer calibration (MATLAB) | 2016–2018 |
| Terumo Medical | Systems Engineering SME | Cardiac catheter (ultrasound + OCT) | 2017 |
| Heart Test Laboratories | Systems Engineering SME | Wavelet ECG device (ISO 13485, IEC 60601) | 2015–2016 |
| BioArray Solutions / Immucor | Principal Systems Engineer | Molecular immunohematology genotyping | 2013–2014 |
| Johnson & Johnson | Sr. Manager Bioinformatics / Sr. Principal Engineer | In vitro diagnostics & Bioinformatics | 1999–2011 |
Advisory & Board Availability
Available for fractional technical leadership and board advisory roles.
What I Bring
- Product development lifecycle
- AI/ML strategy & implementation
- Medical device regulatory (ISO 13485, IEC 60601)
- Systems architecture & engineering
- Data infrastructure & pipeline design
Industries
- Healthcare & MedTech
- Diagnostics
- SaaS & Data Products
- Defense & Signal Processing
- CPG / Retail Tech
Education & Credentials
Education
- M.S.Engineering & Applied Physics of BiomedicineThe Johns Hopkins University
- M.S.E. Electrical EngineeringThe Catholic University of America
- B.S. GeophysicsThe Pennsylvania State University
- B.S. Applied MathematicsThe Pennsylvania State University
Certifications
- Data Science & Machine LearningMIT Institute for Data, Systems, and Society (IDSS)
- Certified Quality Engineer (CQE)American Society for Quality (ASQ)
- Six Sigma Black Belt
