Resume
Suhas Beemineni
Independent research on when perception should abstain — UAV cameras first (AegisLand), language models second (AbstainBench). I freeze holdouts, including failures. Simulation only; not flight software.
Research
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Now
AegisLand — perception reliability
Independent · Python · simulation
Preregistered gates on perception overconfidence and calibrated abstention. Phase 6B: synthetic unsafe 43% → 1%. V3 redundant: unsafe 84.2% → 2.4%. Phase 10R frozen holdout mixed/failed overall (mean error improved; tail, 20% miss rate, coverage under shift failed). Live cockpit. safety_acceptance = false.
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2025–26
AbstainBench
Independent · JS · WebLLM
Local-first 30-question benchmark for answer vs. abstain. Offline baseline plus optional in-browser Llama 3.2 1B. No API keys.
Selected making
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2025
ECHO / FIELD
Canvas · Web Audio
Generative instrument: motion, voice, and memory. Live in the browser.
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2025
StudySync AI
Product
AI study product; 200+ peak active users.
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2025
TennisRank AI
JS · Supabase
Private team ranking tool (invited accounts; not a public demo).
Experience
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2026
AI Engineer Intern — Seagulls
Production AI for OpenStage/Seagulls: exercise search, chat UX, tracing/QA, routing / memory / safety / agents.
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2026
Fleet Outreach & Business Development Intern — Cruze
Supported fleet outreach and business development focused on moving qualified prospects toward pilot agreements; researched prospective fleet partners and structured outreach around operational value.
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2026
Growth Intern — Exovista
Experiments and product execution at a startup.
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2026
Game Design Team Member — StemE
Interactive features and technical design.
Education & highlights
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Now
River Islands High School · Delta College
College CS coursework. SkillsUSA Regional Champion, 3D Visualization & Animation (advanced to state). 2nd, Python Game Jam. 5th of 25+, AI Collective Hackathon.