Aysima (Merve) A.
AI & Computer Vision Engineer (Internship & Thesis)
Experience
Nov 2024 - May 2025
7 monthsPadua, Italy
AI & Computer Vision Engineer (Internship & Thesis)
Codebeex SRL
- Boosted vehicle image processing speeds by 99.6% by architecting a scalable AI backend with FastAPI microservices.
- Improved car part segmentation mAP@50-95 by 32.6% by creating and training on a bespoke, data-centric dataset.
- Slashed inference latency by up to 66% (from 1.5s to 0.5s) via an in-memory caching strategy.
- Reduced CPU inference time by over 60% by converting PyTorch models to the ONNX format for deployment.
- Engineered a novel damage assessment system with 99% accuracy in flagging reusable components.
- Engineered a privacy-preserving module using Florence-2 (OCR) and custom-trained YOLOv11.
Dec 2019 - Aug 2021
1 year 9 monthsAnkara, Turkey
BIM Modeler - 3D Modeler
Korfez Engineering
- Generated CityGML-compliant 3D building models for 1000+ structures in Izmir using MicroStation.
- Collaborated with engineers to meticulously validate architectural drawings, ensuring high model consistency and geometric accuracy.
Sep 2019 - Jun 2020
10 monthsAnkara, Turkey
Geomatics Engineering Research
Hacettepe University
- Reduced manual reporting time by approx. 3 hours per project by developing an automated web application.
- Produced LiDAR-based photogrammetric maps for structural monitoring.
Summary
Computer Vision Engineer specializing in production-ready AI systems.
Expert in segmentation, OCR, and model optimization with PyTorch, ONNX, and FastAPI.
Delivered key improvements including +32.6%mAP, -66% latency, and -60% CPU time in automotive e-commerce applications.
Languages
Turkish
NativeEnglish
AdvancedItalian
ElementaryEducation
Sep 2022 - Jul 2025
University of Padua
Master of Science, ICT for Internet and Multimedia · Padua, Italy
Sep 2016 - Jun 2020
Hacettepe University
Bachelor of Science, Geomatics Engineering · Ankara, Turkey
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