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Doğukan M. KILINÇ
Doğukan M. KILINÇ
AI & ML Engineer
R&D @ FİGES A.Ş.
Computer Vision Deep Learning Edge AI
Open to Collaboration

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AI & ML Engineer at FİGES A.Ş. · MSc in Electrical & Electronics Engineering · Computer Vision · Deep Learning · Edge AI

Image Processing Computer Vision Machine Learning Deep Learning Edge AI
View Projects Download CV Academic CV
MATLAB & Simulink Artificial Intelligence Model-Based Design Computer Vision Python & Data Analysis Edge AI & Hardware MATLAB & Simulink Artificial Intelligence Model-Based Design Computer Vision Python & Data Analysis Edge AI & Hardware

GET TO KNOW ME

About Me

3+
Years of Experience
30+
Certifications
2
GitHub Projects
2
Academic Degrees

CAREER JOURNEY

Experience

FİGES A.Ş.
Sep 2023 — Present · 2 yrs 11 mos
Bursa, Turkey
Artificial Intelligence and Machine Learning Engineer
Feb 2025 — Present · 1 yr 6 mos
  • Executed design and simulation of AI-powered autonomous systems using Model-Based Design methodologies within the MATLAB & Simulink environment.
  • Delivered advanced technical training sessions to leading engineering firms and academic institutions; provided project-based consultancy to R&D teams on MATLAB/Simulink workflows.
  • Developed data-driven machine learning models for condition monitoring, fault detection, and Remaining Useful Life (RUL) estimation using the Predictive Maintenance Toolbox.
  • Currently advancing R&D efforts on perception algorithms using Lidar and Image Processing Toolboxes, with a specific focus on deploying and optimizing these models for real-time performance on NVIDIA platforms via GPU Coder.
MATLAB & SimulinkComputer Vision Image ProcessingDeep Learning Statistics and MLPredictive Maintenance Reinforcement LearningLiDARGPU Coder
Previous Roles
Candidate R&D Engineer
Oct 2023 — Feb 2025 · 1 yr 4 mos
  • Conducted AI and ML research projects using MATLAB & Simulink
  • Focused on visual perception and deep learning models
MATLAB & SimulinkComputer Vision Image ProcessingDeep Learning Statistics and ML
AI and ML Engineer Intern
Sep 2023 — Oct 2023 · 1 mo
  • Conducted AI and ML research projects using MATLAB
  • Worked on small-scale computer vision tasks
  • Applied deep learning techniques for object detection and recognition
MATLABComputer Vision Image ProcessingDeep Learning
ArVis Technology
Aug 2023 — Sep 2023
Deeptech / AI R&D Specialist — Intern
İstanbul, Turkey (Remote)

Participated in a deep-tech and AI-focused training program featuring leading industry professionals and respected academics. Gained a broader perspective on AI's transformative role across sectors and developed a deeper understanding of the challenges and opportunities in the field.

Deep LearningAI ResearchR&D
AES Group
Jul 2023 — Aug 2023
Automation Engineer Intern
Bursa, Turkey

Directly involved in the development of a wood processing machine — assembling electrical and electronic components, wiring control panels, testing and commissioning the final product. Collaborated with the software development team and observed real-world hardware-software integration.

AutomationElectrical Engineering Control SystemsHardware Integration
Wolt
Mar 2021 — Sep 2021
Courier
Copenhagen, Denmark

Relocated to Denmark in September 2020 as universities were closed due to COVID-19. Operated as a sole proprietorship and fulfilled regular tax obligations — developing strong adaptability, self-management, and valuable international work experience.

Self-EmploymentDenmarkInternational Experience

ACADEMIC BACKGROUND

Education

🎓
Master of Science
Bursa Teknik Üniversitesi
Electrical and Electronics Engineering
August 2024
📊
AI & Data Analysis Program
Marmara University
Institute of Population and Social Research · Artificial Intelligence | Data Analysis School
Oct 2025 — May 2026
⚡
Bachelor of Science
Pamukkale Üniversitesi
Electrical and Electronics Engineering
Sep 2018 — Dec 2023
🏫
High School — Science
Gürsu Borsa İstanbul Anadolu Lisesi
Science Track
Sep 2014 — Jun 2018

WHAT I'VE BUILT

Projects

YOLOv9 · CUDA · Simulink · IP Cam · Orin

Jan 2026 – May 2026

Real-time YOLOv9 object detection on NVIDIA Jetson AGX Orin using IP camera streams, powered by CUDA code generated directly from Simulink.

YOLOv9 CUDA Simulink NVIDIA Jetson AGX Orin Computer Vision GPU Coder
View on GitHub

TinyDL · Moisture Detection · RPi Pico

May 2026 – Jul 2026

Real-time moisture classification (Dry/Wet) using a 1D CNN deployed on Raspberry Pi Pico via Simulink. Inference results displayed on a 7-segment LED display.

TinyML 1D CNN Raspberry Pi Pico Simulink Edge AI Embedded Systems
View on GitHub

RESEARCH & PAPERS

Publications

May 2026

A NEW HYBRID GAIN-SCHEDULED ADAPTIVE NEURO FUZZY INFERENCE CONTROLLER DESIGN FOR IMPROVING THE OUTPUT STABILITY OF A FUEL CELL STACK

International Hydrogen Technologies Congress (IHTEC-2026)

Apr 2026

Design and Performance Analysis of a Type-2 FLC Controller...

Scilight Press

Dec 2025

CWT-CNN-BASED INTELLIGENT HYBRID PQD...

World Energy Storage Conference (WESC-2025)

Dec 2025

MODELING ENERGY MANAGEMENT SYSTEM...

World Energy Storage Conference (WESC-2025)

Oct 2025

MATLAB ile Büyük Dil Modelleri: GPT-4, Llama 3 ve Mixtral

FİGES Blog

Sep 2025

Converting Deep Learning Models between PyTorch, TensorFlow, and MATLAB

FİGES Blog

Feb 2025

MATLAB ve Python Birlikte Nasıl Kullanılır?

FİGES Blog

EXPERTISE

Skills & Technologies

🔬
MATLAB & Simulink
MATLABSimulinkGPU Coder Predictive MaintenanceSignal Processing
🧠
Artificial Intelligence
Machine LearningDeep Learning Neural NetworksTinyMLNLP
🏗️
Model-Based Design
SimulinkStateflow Code GenerationSystem Composer
👁️
Computer Vision
Object DetectionImage Segmentation Image ProcessingObject TrackingLiDAR
🐍
Python & Data Analysis
PythonPandasNumPy Scikit-learnData Visualization
⚡
Edge AI & Hardware
Embedded SystemsReal-Time Systems CUDAHardware Deployment

CONTINUOUS LEARNING

Certifications

NVIDIA
Fundamentals of Accelerated Computing with Modern CUDA C++
Sep 2025NVIDIA
NVIDIA
Getting Started with Accelerated Computing in CUDA C/C++
Aug 2025NVIDIA
NVIDIA
Getting Started with Deep Learning
Jul 2025NVIDIA
MathWorks
Feature Extraction Techniques for Signals
Oct 2025MathWorks
MathWorks
MATLAB EXPO 2024
Nov 2024MathWorks
MathWorks
Low Code Image Segmentation
Oct 2024MathWorks
MathWorks
Data Science Companion
Oct 2024MathWorks
MathWorks
Exploratory Data Analysis with MATLAB
Jul 2024MathWorks
MathWorks
Advanced Deep Learning Techniques for Computer Vision
Apr 2024MathWorks
MathWorks
Deep Learning for Object Detection
Mar 2024MathWorks
MathWorks
Computer Vision for Engineering and Science Specialization
Dec 2023MathWorks
MathWorks
Object Tracking and Motion Detection with Computer Vision
Dec 2023MathWorks
MathWorks
Machine Learning for Computer Vision
Dec 2023MathWorks
MathWorks
Machine Learning with MATLAB
Nov 2023MathWorks
MathWorks
Introduction to Computer Vision
Nov 2023MathWorks
MathWorks
Deep Learning with MATLAB
Oct 2023MathWorks
MathWorks
MATLAB ile Yapay Zeka ve Makine Öğrenimi
Sep 2023FİGES A.Ş.
MathWorks
Image Processing with MATLAB
Nov 2022MathWorks
AI / ML
Yapay Zeka Yaz Kampı 2025
Aug 2025Miuul
AI / ML
Neural Networks and Deep Learning
Dec 2023DeepLearning.AI
AI / ML
Computer Vision Basics
Jan 2024University at Buffalo
AI / ML
Natural Language Processing (NLP)
Jan 2024Miuul
AI / ML
Machine Learning Summer Camp
Aug 2023Miuul
AI / ML
Machine Learning
Aug 2023Miuul
AI / ML
Yapay Zeka Kampı
Apr 2023Google Cloud Skills Boost
AI / ML
What is Data Science?
Apr 2023IBM
Other
Duygusal Çeviklik ve Şiddetsiz İletişim
May 2024FNM Solutions
Other
Etkili Sunum Becerileri Eğitimi
Mar 2024FNM Solutions
Other
9. Yazılım ve Teknoloji Zirvesi
Dec 2022IEEE
Other
IHA-1 Sportif / Amatör Pilot Lisansı
Apr 2022SHGM

GET IN TOUCH

Let's Connect

Contact Information

Whether you have a project idea, a collaboration opportunity, or just want to say hello — my inbox is always open.

Email

dmkilinc@outlook.com

LinkedIn

linkedin.com/in/dgkilinc

GitHub

github.com/dogukankilinc