GOZE Offset CoreGOZELABS
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INDEPENDENT TECHNOLOGY LAB

We turn curiosity into working systems.

GOZE Labs is an independent technology lab researching, building and shipping products across AI, data, intelligent systems and game technology.

THINK · BUILD · DISCOVERAI · DATA · INTELLIGENT SYSTEMS

SELECTED WORK

From ideas to useful products.

Each project starts with a question and becomes a working system through research, engineering and continuous verification.

01IN DEVELOPMENT

GOZE Chess

AI-assisted chess study, personal game review and systematic training.

Chess AIAnalysisTraining
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02RESEARCH

Opening Intelligence

Turning game archives into critical decision points and explainable opening knowledge.

PGNPosition graphCorpus
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03RESEARCH

Puzzle Miner

An analysis pipeline for extracting educational chess puzzles from game collections.

AnalysisLearningPuzzles
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04IN DEVELOPMENT

Go Coach

A Go coaching platform exploring SGF archives, KataGo-assisted analysis and structured practice.

SGFKataGoLearning
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05IN DEVELOPMENT

Kana Yolu

Japanese kana learning and handwriting practice for Turkish-speaking beginners.

FlutterWriting engineOffline
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06RESEARCH

ASEA

Decision authority, task contracts and verification evidence for agentic software engineering.

AI AgentsContractsEvidence
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07RESEARCH

Intelligent Systems

Combining data, IoT and AI in experiments addressing real-world problems.

IoTDataArchitecture
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08PLANNED

Olive Research

Planned R&D on olive growing, harvest decisions and olive oil quality.

AgricultureQualityResearch
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HOW WE WORK

Think. Build. Discover.

We define the problem carefully, build a small but real system, test it, learn and iterate.

For us, AI is not a label. It is an engineering tool applied where it makes sense.

EXPERTISE AND METHODS

We support our work with evidence.

We design working systems using provenance, tests, reproducible experiments and documented engineering decisions.

01

System architecture

Versioned decisions, task contracts and human approval in controlled agent systems.

Related work: ASEA ↗

03

Verification and evidence

Testable stroke tracing and evaluation rules in Kana Yolu’s handwriting engine.

Related work: Kana Yolu ↗

BEHIND THE LAB

Built on experience. Driven by curiosity.

GOZE Labs brings together two complementary engineering backgrounds, each with more than 25 years of individual experience.

Tolga Göze

Software Architect & Technical Lead

25+ years of experience

EducationHacettepe University · Computer Engineering

Over 25 years across telecom R&D, energy management and IoT platforms. Architects large-scale distributed systems and AMI solutions designed for millions of smart meters.

Selected experience

Published work on location-based services and patents in energy forecasting and non-technical loss detection.

Philosophy graduate, Istanbul University · ICCF Correspondence Chess International Master (IM)

IoT / AMISystems ArchitectureAI & Data
LinkedIn profile

Bilge Göze

Senior Software Engineer

25+ years of experience

EducationEge University · Computer Engineering

Over 25 years in telecom BSS and integration platforms. Combines deep Java/Spring expertise with AI-assisted development and enterprise software modernization.

Selected experience

Modernized a Java 8/JSF portal to Java 21/Spring Boot + React, backed by golden-master REST tests; built MCP developer tooling.

Agentic SDLC · Legacy Modernization · Regression Proof · Experienced Go player

Java / SpringAI Coding AgentsMCP
LinkedIn profile

CONTACT

Open to exploring together.

We are building communication channels for projects and collaboration. For now, you can explore our GitHub profile.

Our GitHub profile ↗