Open for investment·Active RoundCurrently onboarding strategically aligned capital partners.

AboutOur Team

Operator–research collective: faculty access + applied AI + full‑stack product velocity. Evaluation‑first, capital efficient, transfer‑focused.

Operating Principles

Evaluation First

Benchmarks & feedback loops wired before scale.

Capital Efficiency

Lean delivery & infra pragmatism over vanity build.

Knowledge Transfer

We ship playbooks + internal enablement artifacts.

Ethical Guardrails

Responsible use reviews integrated into cadence.

Leadership

Murat Umutlu

Murat Umutlu

LEAD

Lead Full Stack & AI Solutions Architect

Istanbul

Builds AI-enabled platforms with durable architecture, lean iteration loops and clear cost-performance balance.

ArchitectureAI ProductFull StackPlatformScalability
Yuksel Umutlu

Yuksel Umutlu

LEAD

Team Lead & Full Stack Developer

Istanbul

Elevates cohesion, code quality and sustained velocity—keeping reviews & CI/CD guardrails scaling with scope.

Full StackReview ProcessCI/CDTeam ManagementMentorship

Scalable Talent Mix

Lecturers 8AI Experts 9Engineers 8
8 lecturers

University Faculty Partners

  • 21 peer‑reviewed papers (RL, MLOps, CV)
  • 30+ research internship placements / year
  • Ethical AI advisory participation
9 experts

AI Research Specialists

  • 4M+ monthly AI inferences supported
  • Multilingual eval harness (62% EU languages)
  • Compression toolkit adopted by 12 startups
8 builders

Full-Stack Product Engineers

  • Products impacting 18M+ users
  • Edge aware CI/CD & K8s ops
  • Design tokens across 11 product lines
Proof Points

Research depth + product velocity

Academic rigor blended with pragmatic shipping: hardened delivery playbooks, capability transfer & evaluation as a first-class artifact.

Sample Outputs

  • AI tutoring platform boosting retention +27%
  • Predictive maintenance (98% anomaly precision)
  • Cross-platform wellness app top‑5 local stores

Thought Leadership

  • Annual applied AI benchmark & risk report
  • Responsible LLM workshops for healthcare & legal
  • Data‑centric AI courseware (6K+ practitioners)

Advanced Domains

  • Neuro-symbolic & federated learning research
  • Bio-signal analysis prototypes for med‑tech
  • Supply-chain agent simulations across 14 markets
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Years Experience
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Projects Delivered
0M+
Users Reached

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