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I am an AI engineering leader who builds and scales production AI platforms that deliver measurable ROI. I own end-to-end applied AI systems spanning product strategy, architecture, delivery, reliability, and cost control. I have led multi-release launches and platform hardening that achieved 99.9% uptime at 100k+ daily API requests and accelerated pipelines by 230%. I bring a deep background in LLM workflows, structured extraction, and automation systems, paired with strong engineering fundamentals across APIs, data backends, and cloud-native operations. I’m comfortable operating cross-functionally with product, finance, and executive leadership to prioritize investments, define success metrics, and ship durable AI advantages.…I am an AI engineering leader who builds and scales production AI platforms that deliver measurable ROI. I own end-to-end applied AI systems spanning product strategy, architecture, delivery, reliability, and cost control. I have led multi-release launches and platform hardening that achieved 99.9% uptime at 100k+ daily API requests and accelerated pipelines by 230%. I bring a deep background in LLM workflows, structured extraction, and automation systems, paired with strong engineering fundamentals across APIs, data backends, and cloud-native operations. I’m comfortable operating cross-functionally with product, finance, and executive leadership to prioritize investments, define success metrics, and ship durable AI advantages.

Kutlu Mizrak

AI Engineer, Data Scientist, Full Stack Developer, +2

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I am an AI engineering leader who builds and scales production AI platforms that deliver measurable ROI. I own end-to-end applied AI systems spanning product strategy, architecture, delivery, reliability, and cost control. I have led multi-release launches and platform hardening that achieved 99.9% uptime at 100k+ daily API requests and accelerated pipelines by 230%. I bring a deep background in LLM workflows, structured extraction, and automation systems, paired with strong engineering fundamentals across APIs, data backends, and cloud-native operations. I’m comfortable operating cross-functionally with product, finance, and executive leadership to prioritize investments, define success metrics, and ship durable AI advantages.…I am an AI engineering leader who builds and scales production AI platforms that deliver measurable ROI. I own end-to-end applied AI systems spanning product strategy, architecture, delivery, reliability, and cost control. I have led multi-release launches and platform hardening that achieved 99.9% uptime at 100k+ daily API requests and accelerated pipelines by 230%. I bring a deep background in LLM workflows, structured extraction, and automation systems, paired with strong engineering fundamentals across APIs, data backends, and cloud-native operations. I’m comfortable operating cross-functionally with product, finance, and executive leadership to prioritize investments, define success metrics, and ship durable AI advantages.

Available to hire

I am an AI engineering leader who builds and scales production AI platforms that deliver measurable ROI. I own end-to-end applied AI systems spanning product strategy, architecture, delivery, reliability, and cost control. I have led multi-release launches and platform hardening that achieved 99.9% uptime at 100k+ daily API requests and accelerated pipelines by 230%. I bring a deep background in LLM workflows, structured extraction, and automation systems, paired with strong engineering fundamentals across APIs, data backends, and cloud-native operations. I’m comfortable operating cross-functionally with product, finance, and executive leadership to prioritize investments, define success metrics, and ship durable AI advantages.

Skills

Experience Level

Expert

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Expert

Intermediate

Language

English

Fluent

Turkish

Advanced

Work Experience

Senior AI ML Engineer, Director of AI ML Operations at Lore Machine

June 1, 2023 - January 1, 2026

Product owner for the LLM-driven automation backbone that converts unstructured inputs into validated, structured IDs used across downstream product workflows. Co-built the Lore Machine frontend using React and Next.js. Built and operated Supabase / Postgres backend services supporting 99.9% uptime and 100k+ daily API requests. Created agent workflows using LangChain / LangGraph and integrated them into production pipelines. Implemented traceable reasoning artifacts, verification steps, and regression suites to support audit-ready debugging and mitigations. Implemented custom NER and JSON extraction pipelines using Azure ML Studio and DataBricks, improving entity extraction F1 by 35%. Accelerated story visualization pipelines by 230% via workflow hardening, worker automation, and reducing recurring failure patterns. Used graph-like retrieval patterns to enrich prompts with contextually relevant facts and reduce contradictions.

Data Science Project Consultant / Assistant Lab Director at Mercyhurst University - CIRAT

September 1, 2020 - June 1, 2023

Led 25 students across 8 projects; standardized delivery workflows (kickoff time reduced by 40%); delivered predictive models. Automated OSINT pipelines identifying over 200 indicators per week; built centralized pipeline cutting analysis time by 50%. Developed and deployed AI-powered automation changes and governance for QA and security in academic projects.