Kagan Demirhindi

AI Engineer

About Me

I’m an AI maximalist. I use AI as a thinking partner and integrate it into every part of my life. I build high-traffic AI systems for millions of users and I care more about where AI is going than where it’s been. I think product-first. What problem is this solving, who is it for and is it worth building? I ship fast, get products in front of users early and iterate based on real feedback. Wherever I work, I accelerate AI adoption by building AI-first products and helping others do the same.

Experience

Pendo

AI Engineer

October 2025 - Present

pendo.io

Pendo’s mission is to elevate the world’s experience with software. Pendo’s product experience platform allows companies to make product intelligence actionable with speed and scale, giving rise to a new generation of companies that put product at the center of everything.

  • Agentic AI Development: Played a key role in building and shipping the Supervisor Agent for Pendo’s Agent Mode. Worked across teams to integrate sub-agents and improve response accuracy to production-ready quality.

  • AI Workflow Automation: Designed and shipped custom agentic workflows for context-aware outputs, with a strong focus on reliable orchestration and response quality.

  • Agent Evaluation & Observability: Built evaluation workflows using LLM-as-a-Judge and LangSmith to measure agent quality and speed up iteration.

  • AI Enablement & Customer Feedback: Ran internal AI trainings, onboarded teams starting to work in AI and regularly joined customer calls to feed user context back into product and agent decisions.

D&Z Lab

Co-Founder (Part-time)

September 2025 - Present

dzlab.co.uk

Independent AI lab exploring agentic systems, self-improving agents and applied AI for the wellness industry.

  • Researching and prototyping self-improving agentic architectures. Running experiments on agent evaluation, feedback loops and autonomous iteration.

  • Exploring product-market fit for AI-powered wellness tools. Handling customer discovery, technical architecture and rapid prototyping.

Teamwork.com

Software Engineer

November 2021 - October 2025 (4 years)

teamwork.com

Teamwork.com is the only project management platform built specifically for client work. Deliver work on time and on budget, eliminate client chaos and understand profitability, all in one platform.

  • AI Product Development: Worked on AI features from ideation to production. Shipped AI-generated project setups that doubled onboarding completion rates. Built AI Forecasting using TinyTimeMixer and Prophet, self-hosted on AWS.

  • Full Stack Development: Built production features with Vue.js, Tailwind CSS and Go. Used LaunchDarkly feature flags for safe, incremental rollouts.

  • Growth & User Analytics: Ran data-driven experiments to optimize KPIs and drive user growth. Used Pendo, HubSpot, Intercom and Hotjar to understand user behavior and measure impact.

looksounique.com

Founder

October 2023 - November 2023 (1 month)

looksounique.com

AI-powered t-shirt design and print-on-demand web app. Built from scratch, shipped to production.

  • Built an AI product from idea to deployed app. Vue, Vite, Nuxt 3 on Cloudflare Pages with SSR. Integrated Stable Diffusion API for designs, Stripe for payments, Cloudflare R2 for storage.

  • Learned fast by shipping. The project validated technical feasibility but hit payment processing issues during customer validation. Demo still available at looksounique.com.

CardAlpha

Full Stack Developer

September 2020 - June 2021 (10 months)

cardalpha.com

London-based fintech startup. ePOS app that turns tablets and smartphones into powerful cash registers.

  • Small team, high autonomy. Worked directly with CEO and CTO to define the product. Learned to be outcome-focused and ship fast.

  • Built Go microservices with gRPC. Dockerized and deployed on Google Kubernetes Engine.

  • Integrated with partner bank API to automate merchant onboarding, reduced time from contract to first transaction to just hours.

  • Shipped a React + TypeScript mobile app using Ionic and Capacitor. Built custom Capacitor plugins for native SDK access.

Galaksiya

Software Developer Intern

February 2019 - September 2020 (1 year 8 months)

galaksiya.com

Software consultancy in Izmir, Turkey. Strong culture of learning and exploring new technologies.

  • Shipped multiple projects as an intern: product catalog app, activity monitoring software and data pipelines. Learned by building, not just reading.

  • Built microservices with Java + Micronaut, PostgreSQL, GraphQL. Containerized with Docker and Docker Swarm.

  • Built web scrapers with Scrapy-Splash to extract gigabytes of data daily. Prepared data for ML training using Python.

  • Data visualization and analysis with Pandas, Elasticsearch, Kibana. Automated deployments with Bash.

Notable

Speaker

Minicon XII 2026

“How to Train Your (Coding) Agent”: Explored the current state of LLM capabilities along with practical patterns for managing context windows, subagents, skills and agentic workflows (bash loops) for AI-first development.

Viral Post

2M+ views across LinkedIn & Reddit

“Fewer Juniors Today = Fewer Seniors Tomorrow”: Sparked widespread industry discussion on the long-term talent pipeline risks of AI hype in software engineering.

Education

Ege University

BSc Computer Science

2017 - 2021 (GPA 3.11/4.0)

Top research university in Turkey.

Started working as a developer in my second year while balancing coursework. Active in Ege Entrepreneurship Society, organizing company visits and campus events. Learned early that building is the best way to learn.

Software Skills

Python TypeScript JavaScript Go React Vue.js Tailwind Nuxt Vite FastAPI Node.js REST Microservices Agent Development Multi-Agent Systems Agent Orchestration Agentic Workflows Agent Evaluation LLM-as-a-Judge Prompt Engineering Tool Calling RAG MCP LangChain LangGraph LangSmith Ollama Hugging Face TinyTimeMixer Prophet Model Training Model Fine-Tuning Stable Diffusion Data Visualization PostgreSQL MongoDB Redis Elasticsearch Docker Kubernetes ArgoCD CI/CD GitHub Actions AWS Cloudflare GCP Cursor Claude Code Codex OpenClaw Open Code CLI tmux Monitoring & Observability Sentry Feature Flags LaunchDarkly Pendo HubSpot Hotjar Linux Bash