AI & ML interests

Applied AI, Computer Vision, Histopathology, Process Automation, Decision Support Systems

Recent Activity

Organization Card

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.

Try DeepCancer Demo

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

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