Aysima Merve (Merve) A.-AI & Computer Vision Engineer (Internship & Thesis)
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Experience
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.
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.
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.
Industry experience
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Experienced in Construction, Education, Automotive, and Information Technology.
Business area experience
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Experienced in Product Development, Information Technology, Research and Development, and Quality Assurance.
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.
Skills
- Programming & Scripting: Python, Matlab, Sql (Postgresql, Mysql), Javascript, Html, Css, Uml, Vs Code, Jupyter Notebook
- Ai & Computer Vision Frameworks: Pytorch, Tensorflow, Keras, Scikit-Learn, Opencv, Detectron2, Albumentations, Kornia, Transformers (Hugging Face), Langchain, Llm, Rag, Openai Api, Cursor, Numpy, Pandas, Torchvision, Pil
- Specialized Models & Tools: Yolo (V8, V11), Sam, Florence-2, Paddleocr, Tesseract, Cvat, Roboflow
- Geospatial & Mapping Tools: Arcgis, Qgis, Erdas, Agisoft, Postgis, Geospatial Data & Processing
- Deployment & Mlops: Fastapi, Docker, Onnx, Torchscript, Openvino, Git, Github, Gitlab, Uvicorn, Rest Apis, Faiss, Tensorboard
- Technical Concepts: Deep Learning, Machine Learning, Computer Vision, Model Optimization, Real-Time Inference, Object Detection, Image Segmentation, Ocr, Nlp, Data-Centric Ai
Languages
Education
University of Padua
Master of Science, ICT for Internet and Multimedia · ICT for Internet and Multimedia · Padua, Italy
Hacettepe University
Bachelor of Science, Geomatics Engineering · Geomatics Engineering · Ankara, Turkey
Statistics
Experience
Global experience
Expertise
Qualifications
Profile
Frequently asked questions
Have questions? Find more information here.
Aysima Merve is based in Padua, Italy.
Aysima Merve speaks the following languages: Turkish (Native), English (Advanced), Italian (Elementary).
Aysima Merve has at least 2 years of experience. During this time, Aysima Merve has worked in at least 3 different roles and for 3 different companies. The average length of individual experience is 1 year and 10 months. Note that Aysima Merve may not have shared all experience and actually has more experience.
Based on recent experience, Aysima Merve would be well-suited for roles such as: AI & Computer Vision Engineer (Internship & Thesis), BIM Modeler - 3D Modeler, Geomatics Engineering Research.
Aysima Merve's most recent position is AI & Computer Vision Engineer (Internship & Thesis) at Codebeex SRL.
In recent years, Aysima Merve has worked for Codebeex SRL.
Aysima Merve is most experienced in industries like Construction, Education, and Automotive. Aysima Merve also has some experience in Information Technology.
Aysima Merve is most experienced in business areas like Product Development, Quality Assurance, and Information Technology. Aysima Merve also has some experience in Research and Development.
Aysima Merve holds a Master in ICT for Internet and Multimedia from University of Padua and a Bachelor in Geomatics Engineering from Hacettepe University.
The availability of Aysima Merve needs to be confirmed.
Daily rate distribution
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Average rates for similar positions
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The average daily rate is the mean of all daily rates from recent contracts of comparable freelancers on our platform.
The median daily rate is the middle value of all daily rates — half of comparable freelancers charge less, half charge more. Unlike the average, it is barely affected by outliers.
Calculated based on our freelancers’ daily rates as of 7 Sep 2026. Actual rates may vary depending on seniority level, experience, skill specialization, project complexity, and engagement length.
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