SOLUTION ARCHITECTURE

AI, backend and interface decisions belong in the same product system.

We separate the solution areas clearly so the result feels useful, maintainable and not like a template.

AI Products

We design AI as the part of a product that creates real value, not as a decorative layer.

Product Engineering

We build reliable, measurable product systems from the first idea to live use.

Adaptive Experiences

We design fast, accessible digital experiences that respond to context.

  • Python/FastAPI agent runtime with a Java 21 control plane
  • Step-level tracing, eval harness and cost/latency tracking
ai agentsobservabilityeval
Instagram β†—private repo
  • Face detection and matching with BlazeFace, FaceMesh and ArcFace
  • Full-video scanning, cross-video character memory and fully local processing
on-device aichromejavascript
  • Real-time news aggregation and automatic Turkish headline translation
  • Approval tracking, category filters and favorites
medtechdatajavascript
  • Ten technical indicators and rule-based signal generation
  • Data-provider layer, tests and a JavaFX interface
javajavafx
  • Data preparation and exploratory analysis
  • Implementation and comparison of classification algorithms
pythonmljupyter