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Services

What I Offer

I work with startups, research institutions, and product teams who need senior-level AI engineering without the overhead of a full-time hire. Every engagement is scoped, time-boxed, and focused on delivery.

Urban AI Solutions Development

I design and implement end-to-end machine learning systems for urban mobility and infrastructure analysis. Specializing in spatiotemporal data processing, sensor integration, and predictive modeling for smart city applications.

ML Pipeline Engineering

I build automated data pipelines with CI/CD and GitHub Actions — tested against noisy real-world sensor data and ready for production. Focus on data validation, preprocessing, and scalable system architecture.

Computer Vision for Urban Planning

I develop computer vision solutions for satellite imagery analysis, building detection, and disaster response systems (e.g., SeisNAV — 67.5% mIoU on collapsed building segmentation). Creating interactive applications that translate AI outputs into actionable urban planning insights.

Architecture-AI Integration Consulting

I help architecture and built environment teams integrate ML workflows — from climate simulation to generative design — without rebuilding their entire process.

Process

  1. Discovery — We talk. I learn your problem space, constraints, and goals. No sales pitch, no fluff.
  2. Scope — I define deliverables, timeline, and cost. Fixed-price or weekly rate — your choice.
  3. Build — I work in short cycles with visible progress. You get access to the repo, staging environment, and async updates.
  4. Deliver — Handoff includes documentation, deployment guide, and a walkthrough. I don't disappear after shipping.

Contact

Email: [email protected]
Phone: +34 610 34 17 07
Location: Barcelona, Spain

Ertugrul Akdemir

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