AI & ML interests
Applied AI, Computer Vision, Histopathology, Process Automation, Decision Support Systems
Recent Activity
TankDev
TankDev is a software and AI engineering company based in Türkiye, building custom software systems, applied AI solutions, process automation, and system integrations.
We design software around real operational workflows — from data models and business rules to APIs, integrations, automation, and production deployment.
Engineering Areas
- Custom Software Development — Business-specific software systems built around operational requirements and workflows.
- Applied Artificial Intelligence — AI models and AI-assisted systems for classification, analysis, computer vision, and decision support.
- Process Automation — Traceable workflows that automate repetitive operational tasks and system actions.
- System Integration — Reliable data exchange between ERP, CRM, accounting, web applications, APIs, and other business systems.
- Web & Backend Engineering — Production-oriented applications, APIs, databases, authentication, background jobs, and integrations.
- Software Modernization — Migration of legacy applications and fragmented workflows into maintainable software architectures.
Research & Engineering Projects
DeepCancer
DeepCancer is TankDev's research project exploring artificial intelligence for histopathology image analysis.
The current research prototype investigates breast cancer histopathology using hybrid deep-learning architectures and explainability techniques such as Grad-CAM.
DeepCancer is intended for research and education and is not a clinical diagnostic tool.
Autonomous AI Video Studio
An automated production system that connects research, AI-assisted content generation, media production, validation, and publishing into a controlled workflow.
AI Automation Reliability
TankDev also researches reliability in multi-step AI and LLM workflows, including failure propagation, retries, validation, observability, and measurable end-to-end reliability.
Engineering Principles
We focus on systems that remain understandable and recoverable when something goes wrong.
Our engineering work emphasizes:
- explicit data ownership
- API contracts
- idempotency and safe retries
- traceable workflows
- validation and acceptance criteria
- observability
- failure recovery
- measurable AI performance
- maintainable system architecture
Technologies
Our engineering work commonly involves:
Python · FastAPI · PostgreSQL · Next.js · TypeScript · Docker · Linux · Machine Learning · Computer Vision · LLM APIs
Technology selection depends on the requirements and constraints of each system.
TankDev on the Web
Website: https://tankdev.tech/en
Engineering Blog: https://tankdev.tech/en/blog
Systems & Research: https://tankdev.tech/en/systems
About TankDev: https://tankdev.tech/en/about
Contact: https://tankdev.tech/en/contact
TankDev — Software & AI Engineering
Custom Software · Applied AI · Process Automation · System Integration