Yasin Tunçer's Resume

Yasin Tunçer

Software Engineer | AI Product, Backend, Embedded Systems & Edge AI

Bursa, Turkey

Yasin Tunçer profile

About

Software Engineer building end-to-end AI products across cloud and edge systems. Experienced in backend architecture, scalable SaaS AI platforms, and production computer vision pipelines. Strong background in Embedded Linux, custom Yocto BSP development, and low-latency hardware-accelerated video workflows. Led and delivered TUBITAK-funded R&D projects from research to production-ready deployment.

Work Experience

Histopathai

2024 - Present

AI Product Engineer (Full-Stack)

Building scalable AI products for medical imaging.
  • Generative AI: Trained SD models for synthetic pathology data.
  • Microservices: Built event-driven inference on GCP.
  • WSI Viewer: Built real-time gigapixel annotation tooling.
  • R&D Grant: Contributed to TUBITAK 1005 (1M TL) research delivery.

Freelance / Independent Contractor

2024 - 2025

Embedded Systems Engineer (Linux)

Delivered embedded Linux solutions for edge AI deployments.
  • Yocto BSP: Built lean, production OS images.
  • Kernel Tuning: Removed video bottlenecks.
  • Streaming: Developed zero-copy C pipelines.
  • P2P Networking: Delivered resilient Wi-Fi Direct stacks.

AIT

2018 - 2024

AI R&D Engineer

Conducted R&D on computer vision and industrial AI systems.
  • Generative AI: Shipped production-ready models.
  • CV Pipelines: Built robust training pipelines.
  • On-Prem Systems: Deployed end-to-end AI stacks.
  • TUBITAK: Led TEYDEB 1505 R&D delivery.

Education

Bursa Uludağ University

2012 - 2018
Bachelor's Degree in Electronics and Communication Engineering

Bursa Uludağ University

2024 - 2027 (Expected)
Master's Degree in Computer Engineering

Skills

  • Computer Vision
  • Deep Learning
  • Generative AI
  • Vision Transformers
  • Stable Diffusion
  • GANs
  • Python
  • C
  • C++
  • Go
  • TypeScript
  • Embedded Linux
  • Yocto Project (BSP, Bitbake)
  • Device Tree
  • Systemd
  • Bash Scripting
  • GStreamer
  • V4L2 (Video4Linux2)
  • Hardware Acceleration
  • Wi-Fi Direct
  • Docker
  • Google Cloud Platform (GCP)
  • AWS
  • MLOps
  • Microservices
  • Event-Driven Architecture
  • Machine Learning
  • Linux
  • System Architecture

Projects

Histopathai WSI Viewer

Built a web-based viewer for high-resolution histopathology slides with real-time AI-assisted annotation.

  • Go
  • Python
  • Medical Imaging
  • AI Integration
  • Cloud Deployment
  • TypeScript
  • Vue.js
  • Docker

Edge P2P Stream Engine

Built a peer-to-peer streaming system for edge devices with low-latency transport and resilient connectivity.

  • C
  • Embedded Linux
  • GStreamer
  • V4L2
  • Wi-Fi Direct
  • Systemd

CXR Synthetic Data Generator

Developed a diffusion-based pipeline to generate synthetic chest X-ray images for dataset augmentation.

  • Python
  • Deep Learning
  • Generative AI
  • Diffusion Models
  • Medical Imaging

AI Tools Platform

Built a SaaS AI platform for image generation, enhancement, and editing used by design teams.

  • Python
  • Generative AI
  • Stable Diffusion
  • Vision Transformers
  • Computer Vision
  • Docker
  • Linux
  • OnPremise Systems
  • MLOps

Archivist Document AI

Built an AI document system that automatically classifies, tags, and retrieves files using computer vision.

  • Python
  • C++
  • Machine Learning
  • Computer Vision
  • Deep Learning
  • Big TIFF Handling
  • PSD Parsing
  • Docker
  • Linux
  • OnPremise Systems

Fabric Defect Inspection AI

Developed a real-time vision system to detect fabric defects before digital printing.

  • Python
  • C++
  • Computer Vision
  • Deep Learning
  • Embedded Systems
  • Linux

E-Commerce Review Intelligence

Built a sentiment analysis pipeline for e-commerce reviews to surface product and customer satisfaction insights.

  • Python
  • Natural Language Processing
  • Text Embeddings
  • Transformers
  • Machine Learning
  • Data Analysis

PiCam Dual-Stream Camera App

Built a custom Raspberry Pi camera application with dual-stream support for still capture and live video.

  • C
  • C++
  • Raspberry Pi
  • Embedded Systems
  • Linux