booting systems
I lead technology at Spring AI and GlassAI — deep learning, computer vision, generative models, and the systems that ship them. Developer and cybersecurity expert for more than twelve years. Off the clock I am in the mountains: mountaineering.
01 — Work
CTO · 4 years
I own the technology: models, pipelines, product architecture, and the teams that ship them. Deep learning in production — not slides. Computer vision, generative image and video, LLMs, and the infrastructure that has to stay up.
spring.designCTO · 4 years
The GLAS platform — branded AI try-on, Smart Results, and live experiences. I build the models and the systems around them: diffusion, face and body understanding, realtime inference, and the product layer brands actually run.
GLAS by SpringNeural nets, CNNs, transformers, diffusion, representation learning. I train, fine-tune, and put models into products that have to work on a real timeline.
Twelve years thinking like an attacker so systems hold. Secure architecture, threat modeling, identity, encryption, and hardening production AI.
Python, TypeScript, Node, cloud, kiosks, APIs. I still write the core — from model to interface — because that is how you keep quality honest.
Mountaineering, hiking, nature sports. The trail is the other job: altitude, weather, and moving until the line is done.
02 — About
I have spent more than twelve years as a developer and cybersecurity expert — shipping systems, breaking weak ones on purpose, and designing so they do not break for real.
For four years I have been CTO at Spring AI and GlassAI. My work sits in deep learning and everything around it: computer vision, generative image and video, large language models, diffusion, embeddings, and the pipelines that take a model from a notebook into production.
When I am not in the stack I am outside. Mountaineering, hiking, nature sports. Ridges, weather, long days on foot. Same mindset as the code: respect the terrain, move with care, finish the line.
03 — How I work
04 — Contact
AI systems, security, or a product that has to hold up in production — I am in.