Armaan Gugnani
High school senior in AI and applied mathematics: first-author IEEE paper, research intern at Harvard Medical School, USACO Gold, and first place at the iUrban Teen × Microsoft AI Hackathon. Three countries, six schools, one trajectory.
SAT 1560Rank 29 / 395Weighted GPA 5.331IEEE 1st author
Trajectory
Bangalore (to Feb 2016). Delhi Public School, Whitefield. Placed directly into kindergarten (LKG) after an interview, skipping nursery.
Dubai (2016–2022). The Millennium School (grades 1–5) and The Indian High School (grades 6–7). Club cricket and Under-14 tournament play.
Frisco (2022–present). Fowler Middle School, Liberty High School (fall 2023), then Independence High School. Started 8th grade a year younger than my classmates. Where the research, internships and competition work took shape.
Research
Harvard Medical School / MGH — A Fluid–Structure-Coupled Physics-Informed Neural Operator for Intraventricular Vector Flow Mapping from Color Doppler Echocardiography
First author, with Shiyi Wang, Ruochen Sun and Fangxu Xing (Department of Radiology). Submitted to SPIE Medical Imaging 2027. Reconstructs an unseen case in ~31 ms (about four orders of magnitude faster than per-case fitting); in-vivo velocity R² 0.719, cross-beam velocity R² 0.944, pressure R² 0.998.
IEEE ICSADL 2026 — Revolution of AI and ML Methods in Aerospace Engineering and Systems
First author, with Udit Gandhi and Jimmy Singla. IEEE Xplore ↗
Artificial Intelligence in Business Applications: A Systematic Review
Sole author, peer-reviewed. Reviews AI/ML in customer segmentation, HR attrition analytics and export-sales forecasting, and the field's recurring weaknesses (class imbalance, data leakage, weak validation). Minnesota Journal of Business Law and Entrepreneurship, Vol. 2026, No. 3, pp. 3337–3340. Read ↗
Predicting Pancreatic Cancer Metastasis
Lead developer on a five-model ML study; F1 0.95 on liver metastasis prediction.
Experience
Harvard Medical School · Research Intern (2026)
Dual-PINO with fluid-structure interaction for non-invasive cardiac hemodynamics.
Clari5 (Perfios) · AI Research Intern (2025)
Researched how AI and ML are used in real-time banking fraud detection; presented AI strategies to senior teams.
SAP · AI Prototyping Intern, Cloud Lifecycle Management (2025)
Helped build a working prototype of SAP's Joule chatbot.
Ridgepoint Dental of Keller · ML Intern (2025 – 2026)
AI assistant for dental radiograph analysis.
Phytau Semiconductors · Analog & Mixed-Signal Intern (2026)
Studied fractional-N PLL design for high-resolution frequency synthesis.
Honors
- IEEE ICSADL 2026 · First author
- Modeling the Future Challenge · Climate Resilience Award Finalist (Top 8 nationally) & Southwest Semifinalist — urban heat island research in Dallas–Fort Worth; co-authored a 35-page paper
- USACO Gold Division
- iUrban Teen × Microsoft AI Hackathon · 1st Place, AI for Responsibility & Inclusivity (Dallas 2026)
- Blue Ocean Entrepreneur Competition · Global Top 250 / 23,000+
- Diamond Challenge · Pitching Round Qualifier
- John Locke Essay Prize · Global Shortlist & Commendation (both disciplines)
- Immerse Education · 30% Scholarship Winner
- Horizon Academic Essay Prize · Honorable Mention
- National Rural & Small Town Recognition
- AP Scholar with Distinction
Ventures & leadership
- CodeSparkClubs — co-founder; 120+ schools, 2,700+ students, 8 countries; interviewed by CanvasRebel magazine.
- ClimateIntel — founder; nationwide AI climate platform on Google Earth Engine.
- AI Club & FrontierBuild — co-founder and lead content manager; expanded the club to 5 chapters and 70+ members; led FrontierBuild, a global competition with 100+ teams across 6+ countries.
- The Research Society — co-founder & co-president.
- Whaleworks Rocketry — co-founder and co-captain; 20+ rockets built.
- Quant Model — trading model for my DECA Stock Market Game team's simulated portfolio; scans ~2,900 US stocks daily and emails verified trade tickets.
- Go Green, Act Smart — founder; ML carbon-emissions predictor.
Teaching & service
- Schoolhouse.world · Senior SAT Math Tutor — 100+ volunteer hours, 140+ positive ratings.
- Eknoor Gurdwara community kitchen · volunteer, biweekly meals for hundreds.
- Mu Alpha Theta · competitor.
- DECA · competitive member.
- National Honor Society · member.
Certifications
Anthropic Academy: Claude 101, Claude Code 101, Claude Code in Action, AI Fluency Framework & Foundations, AI Fluency for Students, Teaching AI Fluency, AI Fluency for Nonprofits, Introduction to Agent Skills, Introduction to Subagents.
Amazon Web Services: Introduction to Machine Learning, Building a Generative-AI-Ready Organization, Foundations of Prompt Engineering.
Contact
Research, collaboration, mentorship, or SAT Math tutoring: armaan.gugnani.work@gmail.com · armaan@armaangugnani.com · LinkedIn ↗