About

About

Hello, I am Emirhan YILDIRIM.

Software Developer focused on Machine Learning, Backend, and AI Products.

Final-year Information Systems Engineering student with hands-on experience in moving ML systems from notebook prototypes to production-ready services.

I have built end-to-end AI and automation systems with measurable outcomes, including:

  • 98.5% validation accuracy on an AI pathology classification baseline
  • 89.6% out-of-distribution performance on unseen hardware data
  • 90%+ manual workload reduction through backend and RPA automation
  • 700+ processed transactions with 99% success rate in production workflows

Focus Areas

  • Production ML systems and model serving
  • Backend API design, validation, and reliability
  • ETL and data engineering for scalable pipelines
  • Fault-tolerant automation and workflow engineering

Tech Stack

  • Programming: Python, SQL, C
  • AI/ML: Scikit-Learn, TensorFlow, Keras, OpenCV
  • Backend & Data: Flask, REST APIs, PostgreSQL, SQLite, SQLAlchemy, Pandas, Dask
  • Automation: Selenium, Appium, UiAutomator2, Tkinter, Multithreading
  • Tools: Git, Docker, ADB, Google Cloud APIs

Languages

  • Turkish: Native
  • English: Fluent / Professional

Certificates

  • CS50x: Introduction to Computer Science - Harvard University
  • Odoo Student Diploma - Odoo

Location

  • Turkiye (Remote)

Contact

Open to remote roles and collaborations in ML, backend, and AI product development.