AI & ML Consulting That Delivers ROI
PhD Computer Scientist | CTO | AI Agent Builder
I help companies build AI systems that solve real business problems. No hype, no buzzwords—just practical machine learning solutions that drive measurable results.
Start a ConversationWhy Work With Me
Technical Depth
PhD-level understanding of ML fundamentals combined with hands-on engineering experience. I don't just know the theory—I've built and deployed production systems.
Business First
Every technical decision is evaluated through the lens of ROI. I help you identify where AI actually makes sense and where simpler solutions win.
End-to-End
From strategy to deployment, I can guide your entire AI journey—or dive deep into specific technical challenges as a force multiplier for your team.
Technical Leadership Experience
AI Agent Systems
CTO, Cerbrec
Leading development of autonomous AI agent platform. Built scalable multi-agent architectures handling complex workflows with deterministic reliability requirements.
Production ML Systems
Machine Learning Engineer
Developed and deployed ML models for recommendation systems, NLP pipelines, and predictive analytics. Focused on latency optimization and cost reduction at scale.
Research to Production
Software Engineer & Researcher
Bridged the gap between cutting-edge research and production systems. Specialized in taking novel ML approaches and making them work reliably in real-world environments.
How I Can Help
AI Strategy
Identify high-impact opportunities and build roadmaps that balance ambition with practicality
ML System Design
Architecture and implementation of scalable machine learning pipelines
AI Agent Development
Build autonomous agents that handle complex tasks reliably
Technical Due Diligence
Evaluate AI capabilities and technical architecture for investors
Team Augmentation
Embed with your engineering team as a senior technical leader
Model Optimization
Improve performance, reduce costs, and accelerate inference
SOW & Project Scoping
Clear, detailed statements of work that align technical delivery with business goals
Maintenance Agreements
Structure ongoing support and system maintenance contracts
Let's Build Something That Matters
Whether you're exploring AI opportunities or facing specific technical challenges, I'm here to help.
hello@drwiner.dev