I'm a software engineer & founder currently building Kerto AI — an AI product studio focused on delivering meaningful AI MVPs in 21 days for founders and teams. I care about clear thinking, simple architectures, and building products that solve real problems.
I’ve spent the last 10+ years across software engineering, product, and AI — leading product & engineering for multiple startups, fine-tuning models, designing agent architectures, and shipping end-to-end systems used in production.
When I'm not building, I explore:
How people change. What motivates behavior. How identity reshapes action.
This exploration is where my personal project TinyShift was born — a system for sustainable self-transformation grounded in experimentation, reflection, and self-trust.
- AI system architecture: RAG, agents, data pipelines, embeddings, evals
- LLM fine-tuning: LoRA, domain adaptation, dataset strategy
- Product & execution: shaping ambiguous problems into shippable systems
- Full-stack engineering: Next.js, Node/Express/Fastify, Python, GCP, Supabase
- Designing AI systems that are explainable, reliable, and maintainable
- Embedding AI into business workflows, not as a novelty layer
- Reducing time-to-insight and time-to-value for founders
- Coaching & frameworks for self-guided behavioral change
- Built enterprise AI agent platforms for knowledge-heavy workflows
- Fine-tuned finance LLMs exceeding BloombergGPT benchmark scores
- Designed autonomous task execution systems for research and operations
- Shipped production systems used across startups and distributed teams
If you’re building something and want to move fast without drowning in architecture decisions,
reach out → hello@kerto.ai