IEEE papers
3
/about
Hi, I'm Vaishnav.
My work has grown around four connected themes: AI research, real-world product building, accessible technology writing, and student education. A personal deepfake incident first made trustworthy technology real to me—that turned into IEEE work, DeepTrust, books in classrooms I've never visited, and teaching from first question to first publication.
Topic pages: Research, Build, Teach, Leadership.
About hub & skills ->
Impact at a glance
Patents pending
2
Districts reached
35+
Programs led
6+
Independent work on synthetic media detection across video, audio, image, and satellite domains—stress-tested for compression, unseen generators, and cross-domain drift. Three IEEE-track papers and two patents pending.
Research page →DeepTrust, detection tooling, FTC robotics, and consumer brands—systems designed for real failure modes, not leaderboard scores. From garage builds to production pipelines.
Build page →Tech Demystified: Cybersecurity, AI & deepfakes, and hardware—written for students with no prior background. Adopted across 35 school districts.
Projects & books →Knowledge House, National 4-H GIS AI, ML Summer, SVEF Elevate CS—from first question to first publication. Teaching is how I pressure-test whether ideas actually land.
Teach page →Selected work
Research
Domain shift protocol for satellite deepfake detection
IEEE ICAIC 2026
Product
DeepTrust — multi-modal authentication for real deployment
Founder
Robotics
FTC Team 14300 Animatronics — programming lead & captain
2024–26
Author
Tech Demystified: Cybersecurity in 35 school districts
Published
Outreach
National 4-H GIS AI & EmpowHER STEM outreach
2025
Explore
Full gallery →
Lab vs. world
Research
Domain shift in satellite, video, and audio—robustness over leaderboard scores.
Ship
Build
DeepTrust, detection tooling, and consumer brands—systems built for real failure modes.
Tech Demystified
Author
Cybersecurity, AI & deepfakes, and hardware—written for students with no prior background.
Pathfinding
Educate
Knowledge House, National 4-H GIS AI, ML Summer, SVEF Elevate CS—from first question to first paper.
Scroll to explore
/contact
Contact me
San Ramon, CA · Email · LinkedIn
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