Research-grade artificial intelligence and new mathematical methods — bringing the rigor of the lab to systems that work in the real world. Backed by Hahn Technologies Corp, a disciplined, family-led technology company in the United States. Currently in Bengaluru, and open to partnering with serious teams.
A researcher's discipline, applied to real technology.
Department of Mathematical Sciences. Tenured faculty — a standard earned through years of published, peer-reviewed research.
Co-founded FAU's Machine Perception & Cognitive Robotics Laboratory in 2014. Today the lab runs 20 active projects with 14 researchers, working with an on-campus D-Wave quantum computer.
Doctoral work on recovering complete signals from radically incomplete data — locally competitive algorithms and random projections. The mathematics beneath modern machine perception.
The research mind behind Hahn AI — turning lab-grade methods into practical tools businesses can actually use.
Fluent where mathematics, physics, and computation meet — the layer most teams cannot build alone.
Peer-reviewed work across medicine, chemistry, robotics, and the foundations of machine learning — with collaborators at FAU and beyond.
Computational Phase Transitions in Binary Compressed Sensing: Quantum Annealing Inside the Relaxation Gap. Nearly 20,000 experiments mapping where quantum annealing recovers signals that the best classical algorithms cannot.
Predicting residues involved in anti-DNA autoantibodies with limited neural networks. Medical & Biological Engineering & Computing.
A controlled investigation of behaviorally-cloned deep neural network behaviors in an autonomous steering task. Robotics and Autonomous Systems.
The Role of Bio-Inspired Modularity in General Learning. Artificial General Intelligence (AGI) conference.
Predicting Binding from Screening Assays with Transformer Network Embeddings. Journal of Chemical Information and Modeling. Earlier work applied convolutional networks to HIV-1 protein binding affinity.
Deep Learning Investigation of Mass Spectrometry Analysis from Melanoma Samples. ISOEN.
Neural and Neuromimetic Perception: A Comparative Study of Gender Classification from Human Gait. Journal of Perceptual Imaging.
Deep learning human actions from video via sparse filtering and locally competitive algorithms. Multimedia Tools and Applications.
Selected work. Full publication record available on request.
New approaches to AI and applied mathematics — and looking for the right partners to build them with.
Developing fresh mathematical approaches to machine intelligence — the kind that create real, defensible advantages rather than repackaged tools.
Seeking partners — in Bengaluru and beyond — who value rigor, honesty, and technology built to last. Backed by a disciplined company in the United States.
A faith-driven, family-led technology company in New Bern, North Carolina — building and backing ventures across AI, wellness, and hydration, with real-world discipline and honesty over hype.
"One family. Many ventures. One mission — technology built honestly, to serve people well."
William Hahn and David Hahn, Founder & President, are joining forces to bring this research to market — the scientist and the builder, one team.
“An expert is someone 50 miles from home with a briefcase.” — a cherished Hahn family saying, kept close and lived humbly
AI advisory and implementation for businesses — practical, vendor-neutral, and honest. "Intelligence, applied."
Custom websites, software, secure online payments, search visibility, and workflow automation for growing businesses.
Alongside technology, the company backs wellness and hydration ventures — one team, one standard, one mission.
Quality that doesn't cut corners, honesty over hype, and people before transactions — the same standard behind every venture.
