Real-Time Vehicle Speed Estimation
Built an edge AI pipeline on NVIDIA Jetson Orin using TensorRT-accelerated YOLOv8 and homography-based speed estimation.
About
Computer Engineer with a focus on Computer Vision and AI development. Experienced in building edge AI pipelines, full-stack applications, and data-driven automation.
Experience
2026 — 2026
Computer Vision Intern at Ayvos
Experimented with DeepStream pipelines for real-time person counting on NVIDIA Jetson. Explored end-to-end computer vision workflows for video analytics.
2025 — 2025
Intern at Nokia
Developed Python automation scripts for log parsing and performance reporting. Evaluated Python frameworks for PDF parsing and containerized applications using Docker.
2025 — 2025
Full Stack Developer Intern at MONAD Software and Consulting
Developed a prototype for a hospital information management system using Java Vaadin. Managed databases and implemented secure data operations.
Projects
Digital Twin Interactive Resume
Developed a Streamlit application with 24/7 uptime automation and Gemini 2.5-flash integration to simulate personal communication.
Skin Disease Diagnosis Model
Developed a multimodal deep learning model fusing clinical metadata with lesion images, achieving 83.9% accuracy.
Education
2022 — 2025
Bachelor of Science in Computer Engineering at Eskisehir Technical University
Skills
PythonJavaSQLGitDockerPandasTensorFlowPyTorchYOLOOpenCVTensorRTDeepStreamFlutterJava-Vaadin
Awards & Recognition
2025
Building LLM Applications With Prompt Engineering from Nvidia
Certification in LLM application development.
2024
AWS Cloud Foundations from Amazon Web Services
Foundational cloud computing certification.
2024
Machine Learning for Multiple Domains from NCC Türkiye
Course on machine learning concepts and implementation.
2024
Machine Learning Specialization from Stanford University & DeepLearning.AI
Comprehensive machine learning specialization.
2024
Data Analyst Boostcamp from Istanbul Data Science Academy
Intensive data analysis training program.