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Mehdi Miraç ARAT

@mehdimiraarat

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

Microsoft Türkiye logoMT

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.

PT

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.

Education

Degrees, certifications, and relevant coursework

FU

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.

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