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Yigitcan Uk

@yigitcanuk

AI automation engineer building cost-controlled multi-agent workflows and full-stack SaaS.

Austria
Message

What I'm looking for

I want to build cost-controlled, validated AI automation and multi-agent workflows for real teams, with human-in-the-loop reliability, GDPR-aware systems, and measurable observability—shipping production-ready full-stack SaaS, not just prototypes.

I’m an AI automation engineer based in Vienna, focused on turning real operational needs into reliable automation workflows and AI systems. I build end-to-end pipelines in n8n, Make, and Zapier, with branching logic, error handling, duplicate detection, and self-hosted reliability via Docker.

I also develop multi-agent AI systems on the Claude API with cost governance, validated outputs, and human review escalation built in. My approach emphasizes structured JSON output, confidence scoring, and observability through cost + token logging so teams can trust what runs.

Alongside automation, I ship full-stack SaaS products using TypeScript and Python, with multi-tenant architectures and API layer separation. I’m comfortable designing GDPR-aware data architectures, implementing JWT + row-level security auth patterns, and integrating any REST API or MCP connector.

Before moving into automation full-time, eight years in event operations and logistics taught me which problems are actually worth solving. That mindset shows up in my projects: practical workflows, measurable reliability, and tooling that supports daily operations—not just demos.

Experience

Work history, roles, and key accomplishments

IN
Current

AI Automation Specialist

Independent

Dec 2025 - Present (6 months)

Built production-ready automation workflows and full-stack SaaS using n8n/Make/Zapier and TypeScript/Python, shipping 6 public projects (4 repos, 2 live demos) since early 2026. Developed multi-tenant and budgeting SaaS plus an AI media pipeline with strict cost caps ($2/run) and strong reliability focus (327 tests, logging, error handling, resume-from-checkpoint).

MK

Field Operations Manager

Mystaff İnsan Kaynakları

Aug 2019 - Sep 2022 (3 years 1 month)

Led field operations for nationwide music festivals sponsored by Türk Tuborg, coordinating equipment loading/unloading, nationwide warehouse dispatch, stock control, and multi-city setup/disassembly. Supervised technical teams, trained new team members, and resolved urgent on-site issues and repairs during high-pressure event timelines.

PT

Senior Event Technician

Pro Tanıtım

Jan 2016 - Aug 2019 (3 years 7 months)

Served on Türk Tuborg nationwide festival technical crews, supporting truck loading/unloading and installing festival structures, activation areas, and bar units according to layout plans. Acted as Bar Supervisor to ensure service flow and equipment functionality, and supported dismantling, packing, and reloading of materials.

AJ

Sales Associate

AJ Armani Jeans

Sep 2014 - Dec 2015 (1 year 3 months)

Provided customer service and sales support in a premium retail environment, assisting customers with product selection, styling, and fitting while maintaining store presentation and visual standards. Handled POS transactions and supported inventory checks, replenishment processes, and accurate cash operations.

Education

Degrees, certifications, and relevant coursework

NL

Namik Kemal Anadolu Lisesi

High School Diploma, Secondary Education

Earned a High School Diploma from Namik Kemal Anadolu Lisesi in Izmir, Turkey (2012).

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