Aysima Merve Akkurt - AI & Computer Vision Engineer (Internship & Thesis)

Q: Where is Aysima Merve based?

Aysima Merve is based in Padua, Italy .

Q: What languages does Aysima Merve speak?

Aysima Merve speaks the following languages: Turkish (Native), English (Advanced), Italian (Elementary) .

Q: How many years of experience does Aysima Merve have?

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.

Q: What is Aysima Merve's latest experience?

Aysima Merve's most recent position is AI & Computer Vision Engineer (Internship & Thesis) at Codebeex SRL .

Q: What companies has Aysima Merve worked for in recent years?

In recent years, Aysima Merve has worked for Codebeex SRL and Korfez Engineering .

Q: Which industries is Aysima Merve most experienced in?

Aysima Merve is most experienced in industries like Construction , Education , and Automotive . Aysima Merve also has some experience in Information Technology (IT) .

Q: Which business areas is Aysima Merve most experienced in?

Aysima Merve is most experienced in business areas like Product Development , Quality Assurance (QA) , and Information Technology (IT) . Aysima Merve also has some experience in Research and Development (R&D) .

Q: What is Aysima Merve's education?

Aysima Merve holds a Master in ICT for Internet and Multimedia from University of Padua and a Bachelor in Geomatics Engineering from Hacettepe University .

Q: What is the availability of Aysima Merve?

Aysima Merve is immediately available full-time for suitable projects.

Recommended expert

Padua, Italy

Experience

Nov 2024 - May 2025

7 months

Padua, 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 months

Ankara, 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 months

Ankara, 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.

Industries Experience

See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.

Experienced in Construction (1.5 years), Education (1 year), Automotive (0.5 years), and Information Technology (0.5 years).

Construction

Education

Automotive

Information Technology

Business Areas Experience

The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.

Experienced in Product Development (2 years), Information Technology (1.5 years), Research and Development (1.5 years), and Quality Assurance (1.5 years).

Product Development

Information Technology

Research and Development

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

Turkish

Native

English

Advanced

Italian

Elementary

Education

Sep 2022 - Jul 2025

University of Padua

Master of Science, ICT for Internet and Multimedia · ICT for Internet and Multimedia · Padua, Italy

Sep 2016 - Jun 2020

Hacettepe University

Bachelor of Science, Geomatics Engineering · Geomatics Engineering · Ankara, Turkey

Profile

Created

November 2025

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Frequently asked questions

Do you have questions? Here you can find further information.

Where is Aysima Merve based?

Aysima Merve is based in Padua, Italy.

What languages does Aysima Merve speak?

Aysima Merve speaks the following languages: Turkish (Native), English (Advanced), Italian (Elementary).

How many years of experience does Aysima Merve have?

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.

What roles would Aysima Merve be best suited for?

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.

What is Aysima Merve's latest experience?

Aysima Merve's most recent position is AI & Computer Vision Engineer (Internship & Thesis) at Codebeex SRL.

What companies has Aysima Merve worked for in recent years?

In recent years, Aysima Merve has worked for Codebeex SRL and Korfez Engineering.

Which industries is Aysima Merve most experienced in?

Aysima Merve is most experienced in industries like Construction, Education, and Automotive. Aysima Merve also has some experience in Information Technology (IT).

Which business areas is Aysima Merve most experienced in?

Aysima Merve is most experienced in business areas like Product Development, Quality Assurance (QA), and Information Technology (IT). Aysima Merve also has some experience in Research and Development (R&D).

What is Aysima Merve's education?

Aysima Merve holds a Master in ICT for Internet and Multimedia from University of Padua and a Bachelor in Geomatics Engineering from Hacettepe University.

What is the availability of Aysima Merve?

Aysima Merve is immediately available full-time for suitable projects.

What is the rate of Aysima Merve?

Aysima Merve's rate depends on the specific project requirements. Please use the Meet button on the profile to schedule a meeting and discuss the details.