Experience & expertise
Over seven years working across the infrastructure behind AI and the products built on top of it.
Senior Machine Learning Engineer
I work across AI platforms and applied AI, contributing to an internal Agentic SDK and GenAI toolbox, building agentic applications, and integrating evaluation workflows and reusable platform capabilities.
Selected workPartner-to-guest messaging automation · Conversational performance advisor · Production ML feature platform
Co-founder & Instructor
Co-created an educational initiative for practical machine learning engineering. Through articles and cohort-based courses, I helped engineers learn to develop, deploy, and operate ML and LLM-powered systems.
Selected workTechnical writing · Cohort-based courses · Community education
Machine Learning Engineer
Developed production machine learning solutions for e-commerce, especially recommendation systems, and worked across architecture, cloud infrastructure, CI/CD, experimentation, and reusable engineering tools.
Machine Learning Engineer
Developed production machine learning and NLP solutions for predictive analytics and business process automation.
Earlier engineering roles
Worked on NLP-based merchant classification at Payvision and embedded software engineering at Vestel.
Areas of focus
My experience spans technical depth, practical delivery, and the product questions that shape useful AI.
Agent architecture, orchestration, tool integration, RAG, and AI-powered applications.
Reusable infrastructure, agent serving, platform capabilities, and system design.
Evaluation strategy, reliability, observability, latency, and cost.
MLOps, LLMOps, feature stores, ML infrastructure, and production systems.
Outside my full-time role
I’m open to selected project-based engineering, technical advisory, workshops, and speaking engagements.