Portfolio
Interactive tools, peer-reviewed research, empirical models, and strategic policy analyses across deeptech, health sciences, machine learning, and finance.
Data Science & Programming
Multi-Agent ChatLab
A completely client-side, browser-based environment for experimenting with, prompting, and observing conversations between multiple AI agents.
AGIS Visual Field Defect Score Calculator
Interactive web tool helping clinicians and researchers compute Advanced Glaucoma Intervention Study (AGIS) visual field defect scores.
Diagnostic Math & Health-Economics Calculators
Interactive figures of merit calculators for clinical PPV, NPV, and screening cost-effectiveness trade-offs with downloadable models.
Market Volatility & Compounding Drag Simulator
Interactive contour maps and geometric mean simulations demonstrating the hidden drag of volatility on long-term capital compounding.
Building a Personalized AI News Reader
End-to-end full-stack application featuring automated web scraping, neural article embeddings, personalized scoring, and web UI.
AI-Powered Metasearch Concept
Multi-source search architecture orchestrating parallel retrieval across Reddit, Wikipedia, podcast transcript indices, and vector embeddings.
Predicting Glaucoma Progression with Clinical NLP
Applying deep learning and NLP to electronic health record clinical notes to predict rapid glaucoma progression and surgical intervention.
Ophthalmology Domain-Specific Neural Word Embeddings
Published research in Journal of Biomedical Informatics evaluating clinical embeddings against domain analogies and prognosis prediction.
Predicting Top Journal Publication with Keras & PubMed
NLP classification models trained on PubMed abstracts predicting publication tier with 87.2% accuracy and 0.91 AUROC.
Multimodal Low Vision Prognosis Prediction from EHRs
Fusing structured clinical tables with unstructured physician notes in deep neural networks to forecast low-vision progression.
Life Sciences & Health
Transcriptional Regulation of TRIM30 and TRIM34 (99R Thesis)
Undergraduate honors thesis in Biochemical Sciences evaluating retroviral restriction factor regulation in innate immunity.
The Mathematics of Nuclear Import (Ran Gradient)
Mathematical modeling of steady-state Ran GTPase concentration gradients across nuclear pores.
Myeloid Progenitors in Lethal Aspergillus Infection
Stanford University Bone Marrow Transplant research evaluating allogeneic myeloid progenitors against fungal infection.
Biochemistry Subject Test Study Guides
Structured review notes, metabolic pathways, and enzyme kinetics summaries prepared for the Biochemistry GRE.
The Role of Digital Technology in Combating Chronic Disease
Policy analysis for the Tony Blair Institute examining clinical AI, remote monitoring, and digital therapeutics in health systems.
Combatting Vaccine Misinformation in the Age of the Internet
Policy brief analyzing digital distribution channels for health misinformation and regulatory/platform mitigation frameworks.
How You Might Cure Asian Glow
Biochemical examination of ALDH2 deficiency, acetaldehyde metabolism, and potential therapeutic interventions.
Slime Takes a Stroll
Exploring the computational geometry and chemotaxis mechanisms of Dictyostelium discoideum slime mold.
Collateral Damage by Mitochondria
Evaluating systemic inflammatory response syndrome (SIRS) triggered by mitochondrial damage-associated molecular patterns (DAMPs).
United States of Amoeba
Analysis of genetic kin recognition and cheating behaviors in multicellular amoeba aggregations.
Do You Have the Guts for Nori?
Marine bacterial porphyranase genes horizontally transferred into the human gut microbiome of Japanese populations.
Antibody-omics
High-throughput sequencing and structural analysis of human antibody repertoires.
Mosquitoes are Drawn to Your Skin Bacteria
Olfactory cues and skin microflora volatile profiles mediating Anopheles mosquito attraction.
Boa Constrictors Listen to Your Heart
Sensory feedback in snake constriction behavior responding to victim hemodynamic arrest.
Finance & Venture Capital
Why is it so Hard to Build a Diagnostic Business?
The clinical and economic trade-offs in early disease screening: why sensitivity doesn't guarantee viability and how PPV shapes commercial margins.
Calculating the Financial Returns to College
Internal Rate of Return (IRR) and Net Present Value (NPV) workbook modeling higher education ROI across degree tiers and opportunity costs.
Lyft vs Uber: A Tale of Two S-1s
Side-by-side financial breakdown of rideshare economics, take-rates, driver incentives, and contribution margins.
Snap Inc. by the Numbers: Unit Economics at IPO
Pre-IPO unit economic examination of hosting cost scaling, ARPU trajectory, and cloud infrastructure contract commitments.
Why Tech Success Doesn’t Translate to Deeptech
Why standard software venture playbooks fail when applied to atoms, physical scaling laws, and technical de-risking cycles.
The Startup Battlefield: Lessons from Military History
Translating historical doctrines of asymmetric warfare, supply lines, and rapid concentration of force into startup execution.
The Economic Architecture of Video Codecs
Analyzing production cost trade-offs, patent pool royalties, and open-source licensing dynamics in next-generation video compression.
Technology Policy
A Shot in the Arm for Platform Integrity
Analysis of social media content moderation, recommendation engines, and health communication integrity.
Creating the Future: A Plan for Tech-Forward Government
Strategic blueprint for state capacity, digital public infrastructure, and accelerating emerging technology adoption.
How to Regulate Big Tech
A pragmatic regulatory framework examining network effects, data portability, and utility-style oversight versus breakups.
It’s Not Just the GOP Who Misunderstands Section 230
Examining the legal mechanics and unintended speech chilling consequences of dismantling intermediary liability protections.
Calculating the Financial Returns to College & Student Debt Policy
Financial IRR and earnings data evaluating the economic realities of student loan debt and targeted debt relief proposals.