Quantitative systems · research · debate
A consolidated record of academics, research, competition, and service.
Conceptual terrain. Not measured data.
I’m Bhav Jain — a student at American Heritage Schools (Palm Beach Campus), Class of 2027. My work sits at the intersection of quantitative research, intelligent systems, and competitive argumentation: model safety & red-teaming, peer-reviewed NLP research, and national-level Congressional Debate.
I’m most interested in economics / quantitative finance / computer science: using rigorous math and careful evaluation to build systems that work under adversarial pressure — whether that’s in AI safety, trading research, or high-stakes debate.
Select a field
Peer-reviewed NLP work on multi-persona interaction as a prompting method to improve logical reasoning in LLMs (vs. standard chain-of-thought baselines).
Town Hall Debate Prompting (publication)Selected work
Engineering artifacts
All projectsMaterials engineering · experimentation · patent prosecution
Independently designed and engineered a novel bioplastic formulation and filed a full utility patent with the USPTO; currently responding to office action.
View patent publicationNLP · prompting · evaluation
Peer-reviewed NLP work on multi-persona interaction as a prompting method to improve logical reasoning in LLMs (vs. standard chain-of-thought baselines).
Proceedings ↗LLM safety · adversarial testing · evaluation
Contract AI safety researcher and red-teamer. Passed technical screening and secured paid work testing frontier models; identified universal jailbreak-style vulnerabilities and helped drive mitigations pre-deployment.
Résumé (PDF) ↗Python · backtesting · statistics
Built and backtested systematic equity strategies in Python (momentum-driven signals, asymmetric risk construction), plus an end-to-end research workflow for iteration and evaluation.
All repositories on GitHub ↗Honors & awards (selected)
Top 3; Yale Finalist; NSDA Nationals Semifinalist — Congressional Debate (800+ NSDA points; Academic All-American).
Qualified via F=MA high score (18/25 and 17/25; top ~400 nationally).
AMC 12A distinction (135); AIME 8/15 (top decile of AIME takers).
1st place (multiple categories, multiple years).
Novel bioplastic formulation (office action in progress).
Service & work history
Selected for model safety work; conducted adversarial testing and identified universal jailbreak-style vulnerabilities in sensitive domains; contributed to mitigations pre-deployment.
Direct a grant-funded, news-featured community initiative: organize events, secure funding, and manage outreach. 500+ documented service hours.
Captain of a #1 NSDA-ranked program. Under my captaincy: Mundt Sweepstakes Trophy, Harvard Classic sweep winner, TOC/Yale sweeps (2nd), and national-level placements.
(36 Reading, Math, and Science; 34 English).
(superscore).
(740 Evidence-Based Reading & Writing; 760 Math).
Correspondence
I’m open to serious collaboration on research, engineering, and outreach. Reach out with a concise note and objective.
bhavjain7@gmail.com