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Student Portfolio
Student researcher and builder exploring AI safety, biomedical technology, and accessible education. I build tools, investigate how AI systems behave, and help students access free learning resources.
Selected work
AI safety · Independent research
Sole Author & Independent AI Safety Researcher · NeurIPS FLMSec
Built CRSS, a novel multi-turn jailbreak defense using context reconstruction. Blocked all 34 covered harmful cases, compared with a 21/45 baseline, with zero false blocks.
Education · Community
Tutor & Program Co-Host
Recognized as a top 5% tutor, with 200+ positive reviews across 15+ countries. Led 8 bootcamps, co-led a 90-participant series, and onboarded 3+ tutors.
AI safety · Collaborative research
Second Author & AI Safety Researcher · ICML Hypothesis Testing
Co-authored research on LLM scheming across 6 languages. Used Petri to evaluate AI deception, finding 34.2% higher scores in lower-resource languages.
Education · Initiative
Founder, Test Prep Educator & Content Creator
Founded a free SAT/ACT preparation platform that reached 100k+ impressions. Created 10+ original guides totaling 40+ pages to make test preparation freely accessible.
Biomedical technology · Research
Student Biomedical Researcher & Developer
Developed a novel ALS biomarker LFA/ML prototype with 2 peers, reaching 96% model test accuracy at an estimated $10 per test for early screening. Worked on an independent research team mentored by Gregory Zeltser of SPZ Technologie LLC.
Technology · Industry
Early Tech Careers Partner · 1 of 13 selected
Completed workshops in product development, client solutions, and Arduino prototyping. Delivered 5+ presentations to peers and AVEVA executives.
Explore the research
Creative coding / Interactive field notes
Collect gold runes, weave between red shards, and master your creature’s power. Build a collection streak over a 45-second run. Only the small ring at your creature’s center can be hit.
Move with your pointer, drag on touch screens, or use arrows / WASD while the arena is focused. Click, press Space, or use the power button to cast. P or Escape pauses. Shift + R requests a restart; activate it again to confirm.
Runes score 10 points × your multiplier. Collect another within 3 seconds to build a streak, up to ×5. Taking damage resets the streak and gives you a short recovery shield. Wings and tentacles do not take damage.
Dragon: burns shards in a forward cone. Phoenix: shields you for 3 seconds and clears nearby shards. Kraken: slows falling objects for 4 seconds and pulls nearby runes toward you. Powers recharge in 4, 7, and 8 seconds respectively.
Relaxed offers 5 lives and slower objects. Standard offers 3 lives. Expert offers 2 lives and faster spawns. Best scores are saved separately for each creature and difficulty on this browser. The game pauses when you leave the arena or switch tabs.