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Computational Biology & Clinical AI

Arnav Mana

"The heart speaks in data. I translate."

Decoding critical cardiac pathways through predictive architectures and molecular biology — translating high-dimensional physiological datasets into precision interventions that identify high-risk patient trajectories before they become irreversible.

Age
16
Based in
Los Gatos, CA
Pursuing
MD / PhD track

Currently building

01

Recognition

Things I've earned

01

Boy Scouts of America  ·  Class of 2027

Eagle Scout

"One of ten in a century."

Recognized as one of the 10 youngest Eagle Scouts in the century-long history of the Boy Scouts of America, and the absolute youngest in Troop 539's 100+ year existence. Demonstrated sustained executive leadership, multifaceted skill acquisition, and extensive community infrastructure development.
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EAGLE SCOUT · BSA · 2027 · CLASS OF ✧
02

Center for Excellence in Education  ·  2025

USA Biology Olympiad Semifinalist

"Top few percent, nationally."

Advanced to the elite national qualifying stage, validating mastery over graduate-level cellular biology, human physiology, genetics, and complex biosystems. Selected from tens of thousands of participants nationwide.
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USABO · SEMIFINALIST · NATIONAL · 2025 ✦
03

Los Gatos High School  ·  Class of 2028

Straight across the board

1570
SAT (First Attempt)
4.67
Weighted GPA
AP Calculus BC · AP Biology · AP Chemistry · AP Statistics · MIT OCW: Computation & AI
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02

Investigations

Where I do the work

Five active investigations —

← drag to explore →

Ongoing

No. I

UCSF Cardiac Critical Care · Aug 2025

Redefining the Predictive Architecture of Lactate

Engineering advanced network analyses to decode interactions between hemodynamic modifiers and SHARC phenotypes — transforming lactate from a reactionary marker into a precision forecast for the STEMI-to-heart-failure-shock transition.

Ongoing

No. II

CU Anschutz School of Medicine · May 2024

Glycosphingolipid-Cytokine Axis in HLHS

Critical pathway analysis unearthing the molecular interplay between glycosphingolipid signaling and cytokine cascades — decoding the primary drivers behind HLHS severity and structural progression.

Ongoing

No. III

Computational Cardiology · Aug 2025

Latent Topologies of Cardiogenic Shock via GATv2

A custom Graph Attention Network (PhysioGraph) optimizing the SCAI staging system — processing high-fidelity hemodynamic timeseries to isolate latent signatures for earliest clinical intervention in STEMI shock.

Ongoing

No. IV

Clinical Outcomes Analysis · Aug 2025

Chronic Intermittent Hypoxia & the Metabolic Shield

A population study on 2,653 cardiac arrest patients using IPTW and linear mixed-effects models — discovering that OSA induces an endogenous ischemic shield that meaningfully reduces post-arrest mortality.

Complete

No. V

Pathophysiology Review · Mar 2024 – Nov 2025

Cytokine Networks in Coronary Artery Disease

A systematic review mathematically mapping the cytokine-driven inflammatory landscape in CAD — pinpointing mechanistic failures and isolating novel candidates for targeted pharmacological therapy.

03

What I work with

The Arsenal

Python·R·MATLAB·Swift·SQL·JavaScript·HTML & CSS· Python·R·MATLAB·Swift·SQL·JavaScript·HTML & CSS·
RT-qPCR·Gel Electrophoresis·ELISA Assays·PAGE·Quantitative PCR· RT-qPCR·Gel Electrophoresis·ELISA Assays·PAGE·Quantitative PCR·
04

Leadership

What I built from nothing

$100,000+

raised in operational sponsorships & prize distributions for Hack4Health

Hack4Health — Co-Founder & Co-President, Aug 2025 – Present
Participants across AI4Alzheimers1,470
Corporate partners secured20+
Research mentors recruited (100+ publications)20
Annual Coder.com fiscal agreement$3K/yr