About
Systems thinker. Builder.
Bio
I work at the intersection of medical imaging AI, product strategy, and systems design. Over the last decade, I have deployed ML solutions handling high-dimensional medical data from MR, CT, and PET scans inside high performance clusters and real-time edge devices for surgical units.
Beyond the technical execution, I am driven by the broader question: how do we turn powerful AI into workflows that clinicians can natively trust? That systems-level view is what animates my work at Perceptive Inc, and inspires my late-night engineering builds.
Experience
Ten years of imaging AI, from research to the operating room.
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Scientist, Data Science
Perceptive Inc. · Boston, MA
Scientific and technology lead developing AI/ML solutions supporting multiple phases of clinical trials for neurology and oncology.
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Staff ML Algorithm Developer
Activ Surgical · Boston, MA
Developed ML models deployed on edge devices via Triton server for one of the first AI-assisted surgeries in the USA.
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Research Scientist, Project Lead
EDDA Technology · New York
Led development of depth estimation proofs of concept and novel model architectures for 3D volumetric images.
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Senior Research Associate
UT Southwestern Medical Center · Dallas, TX
Scaled ML solutions for healthcare data analysis using deep learning on high-performance computing clusters.
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Software Developer
Mindshare Medical · Seattle, WA
Backend development in medical imaging systems: Tornado websocket servers, Docker containerisation, and healthcare database management.
Education
Training.
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MIT Professional Education
Technology Leadership Program
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University of Texas at Arlington
Biomedical Engineering, 3.8 GPA. Biomedical image and signal processing.
Off the clock
What keeps me grounded outside the terminal.
In the kitchen
When I’m not writing code, I’m likely experimenting with complex flavour profiles. Recently perfecting the art of a perfectly emulsified toum and a complex moru curry.
Physical discipline
Maintaining high cognitive output requires physical grounding. I rely on strict fitness discipline, tracking recovery, and hitting the mats to reset.
Downtime
Recharging by escaping into deep, narrative-driven worlds. Currently exploring the dense tactical layers of games like Baldur’s Gate 3.