Özgür Işık Damar
Senior Software EngineerOpen to select engagements

Realartistsship.

currently shippingagent assurance · AgentTwin; topic intelligence · ContextLens; relational ML · RealPath; AI code governance · Membrane AI; mobile + AI · Universal AI Astro; search · e-export · logistics
Selected work

Show, don't tell.

Things I've shipped.

Five products I built in 2026; four are open source, with receipts you can check. Everything else is below, grouped by category.

// featured builds4 open source · 1 mobile product
membrane-ai · local build
AI code governanceOpen source · MIT · deterministic core

Checks AI-written diffs, masks the secrets it finds and gates the merge — models optional.

services: 6 in Go, 1 in Python
7
default analysis budget before the fallback
1.2 s
Go test functions
173
Topic intelligenceOpen source · Apache-2.0 · model v1.1.0

Follows what a conversation is about — and can answer “uncertain” instead of guessing.

macro-F1, 8 general topics, locked Wikipedia holdout
0.838
median classification latency, 4 vCPUs, no GPU
19.9 ms
Relational MLOpen source · MIT · v0.1.0 alpha · GNN backend experimental

Answers predictive questions straight from related tables — leakage-tested and explained.

churn ROC-AUC on the synthetic sample database
0.749
features changed by deleting every future row
0
agenttwin · demo workspace
Agent assuranceOpen source · Apache-2.0 · Phases 1–3 shipped, 4–8 on the roadmap

Catches the agent regressions a 200 OK hides — down to the step where they begin.

new critical failures caught in the demo
2
first divergence in the demo comparison
step 2
Mobile · AIOwn product · closed source

An astrology companion whose AI interprets charts computed with the Swiss Ephemeris.

API endpoints
60
backend tests
120
About
Özgür Işık DamarÖzgür Işık DamarSenior Software Engineer

An engineer who ships, not pitches.

I'm Özgür Işık, a senior software engineer based in Türkiye. I build production systems across mobile, web, data, AI and e-commerce. In 2026 I shipped five products: AgentTwin, ContextLens, RealPath, Membrane AI and Universal AI Astro. My current focus is Agentic AI, Search Engines, E-export and Cross-Border Logistics. I build for real users, real operations and real scale.

years shipping
8+
languages in prod
5
verticals shipped
12
open-source AI products in 2026
4

Now

  • agent assurance
  • evaluation honesty
  • relational ML
  • cross-border commerce
Latest thoughts

Notes from the build trenches.

View all posts
Toolbox

What I reach for.

Practical choices, not résumé padding. The list is short on purpose.

Languages
  • TypeScript
  • Go
  • Python
  • SQL
  • Bash
Web & UI
  • Next.js
  • React
  • Tailwind
  • Radix UI
  • Framer Motion
Mobile
  • React Native
  • Flutter
  • Expo
  • Reanimated
  • Native Modules
Backend
  • Node.js
  • Go
  • Rust
  • FastAPI
  • Postgres
  • Redis
  • RabbitMQ
Data & Artificial Intelligence
  • Qdrant
  • Milvus
  • Gemini
  • OpenAI
  • PyTorch
  • Polars
  • Apache Spark
Infra
  • Docker
  • Kubernetes
  • AWS
  • Google Cloud
  • Azure
  • GitHub Actions
  • Hetzner
  • Cloudflare
Contact
Currently available

Have a project in mind?

I take on a small number of engagements each quarter: full-stack builds, mobile rescues, data-flow architecture and AI plumbing. If your problem sounds interesting, write.