Open to opportunities

Mehdi Miraç ARAT

@mehdimiraarat

Message

I am a Machine Learning and AI engineer specializing in computer vision and forecasting.

Turkey

Message

What I'm looking for

I seek a collaborative role applying Generative AI, LLMs, and computer vision to real-world problems (agriculture, medical imaging, autonomous systems) with opportunities to deploy research into production and grow technically.

I am a Machine Learning & AI Engineer with hands-on experience in computer vision, time-series forecasting, and autonomous systems, delivering measurable impact in agriculture, medical imaging, and AI automation. I design, develop, and deploy scalable AI solutions that integrate research into production-ready systems.

My projects include satellite-based crop-yield forecasting, UNet and YOLOv8 segmentation/detection for medical imaging, and Microsoft Copilot/LLM automation where I improved development efficiency by 35%. I work with Python, PyTorch, TensorFlow, geospatial tools, and cloud platforms to build robust, data-driven products.

Experience

Work history, roles, and key accomplishments

AI & Data Analysis Intern

Microsoft Türkiye

Jul 2025 - Aug 2025 (1 month)

Developed AI-driven automation scenarios with Microsoft Copilot Studio, improving software development efficiency by 35%, and built time-series forecasting models (Prophet, LSTM) for crop yield estimation, improving predictive accuracy in agricultural analytics.

Python Pandas NumPy Prophet Matplotlib CoPilot Studio

AI & Big Data Intern

Presidency of the Republic of Turkey

Aug 2024 - Sep 2024 (1 month)

Conducted satellite-based agricultural yield prediction using NDVI, LAI, and NDWI indices and developed deep-learning medical image segmentation models for pneumothorax diagnosis, applying large-scale data processing for improved analysis.

Python PyTorch TensorFlow Satellite Imagery NDVI LAI NDWI

Education

Degrees, certifications, and relevant coursework

Fatih Sultan Mehmet Foundation University

Bachelor of Science, Software Engineering

2022 -

Activities and societies: Mentor at T3 Foundation (BPGCamp); 2nd Place, İTÜ Innovation Boost Competition.

Pursuing a Bachelor of Science in Software Engineering since September 2022, focusing on machine learning, computer vision, and full-stack development.