![[Andriy Photo.png|180]] # Andriy Drozdyuk I build practical AI/ML systems that move from vague goals to working production software. Currently I work in AWS Professional Services as an AI/ML Delivery Consultant, helping customers design and deliver cloud ML, MLOps, and applied AI systems. Longer term, I am interested in tools and products for technical teams: agentic software workflows, robotics and industrial automation, developer platforms, and systems that help builders ship faster. Previously: Amazon Robotics, DEKA, NRC Canada, and independent product work including Charn (charnapp.com) and GoodModelBadModel. ## Current Focus - Production AI/ML systems, MLOps, and cloud delivery. - Agentic systems and developer tools for complex software work. - Robotics, controls, and industrial automation. ## Start Here - Work: [[Portfolio]] - Writing: [[Notes]] - Publications: [[Publications]] - Reading: [[Papers]] ## Quick Links - [[Resume.pdf|Resume]] - [LinkedIn](https://www.linkedin.com/in/andriy-drozdyuk/) - [YouTube](https://www.youtube.com/@andriydrozdyuk) - [Medium](https://drozdyuk.medium.com/) - [[Links|Interesting resources]] ## Featured - [Charn](https://charnapp.com/) - live tool at charnapp.com for planning complex software changes. - [[GoodModelBadModel|GoodModelBadModel]] - previously live ML model-comparison service for semantic segmentation workflows. - [[Blocker-first development flow is optimal for LLMs, Jan 28, 2026|Blocker-first development for LLMs]] - [[Planning is amplification, learning is distillation (AlphaZero, MuZero), Jun 3, 2021|Planning vs learning (AlphaZero/MuZero)]]