Looking for a job

İlker Halican

@lkerhalican

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I build end-to-end AI systems, from AI-ready data infrastructure to deployed agentic applications.

Turkey

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What I'm looking for

I'm looking to build end-to-end AI systems, R&D initiatives, prototypes, and production-ready tools, combining AI infrastructure, LLM applications, agentic systems, and full-stack development.

I've built Finoku's AI practice and infrastructure from the ground up, turning internal data into AI-ready datasets and deploying offline models for in-house R&D. I research AI practices, educate teams from fundamentals through agentic systems, and create tools adopted across teams to improve productivity.

Previously, I established internal frontend infrastructure at Finoku and built production systems at Netser, including a fire control system integrated with low-voltage and camera systems. I work across TypeScript, Python, Vue, Node.js, LLM serving, RAG, and data infrastructure to take ideas from R&D to production.

Experience

Work history, roles, and key accomplishments

AI Engineer

Finoku

Feb 2025 - Jun 2026 (1 year 4 months)

Built the company's AI practice and infrastructure from the ground up, researched industry-leading AI practices, and educated the team on AI principles. Developed data processing infrastructure and deployed offline AI models for internal use.

LLM Serving RAG Embeddings Agentic Systems Evaluation Model Training Data Processing AI Infrastructure

Frontend Developer

Finoku

Jul 2024 - Jan 2025 (6 months)

Established the foundation of the company's internal frontend development infrastructure by identifying requirements and conducting research and development. Integrated successful R&D outcomes into the frontend infrastructure and developed internal tools.

Vue.Js Nuxt Tailwind Pinia Component Systems Frontend Development R&D

Software Engineer

Netser

Jul 2023 - Jun 2024 (11 months)

Developed a fire control system integrated with low-voltage and camera systems, deployed and tested at an actively operating hotel. Developed an internal employee availability tracking system.

Fire Control Low Voltage Systems Camera Systems Employee Tracking Software Development