Bolu Abant İzzet Baysal University
M.Sc., Computer Engineering
Bolu, Türkiye
Not so long ago, in a lab not so far away…
Data Scientist/AI Engineer/Machine Learning Engineer
I build AI systems end to end — from raw data and feature engineering to trained, fine-tuned and deployed deep learning models.
Episode I · About
From raw data
to deployed models.
I'm a Computer Engineering graduate from Düzce University (100% English program), now doing my M.Sc. in Computer Engineering, with an Erasmus+ semester at Gdańsk University of Technology behind me.
I enjoy building AI systems end to end: preparing data, engineering features, training and fine-tuning Machine Learning and Deep Learning models in Python with PyTorch and TensorFlow, and getting them deployed.
I've worked on Computer Vision (ResNet, Vision Transformer, U-Net), NLP (BERT, GPT-2) and Generative AI projects such as a RAG chatbot built with LLMs and vector databases. I love hackathons and team projects where ideas turn into working prototypes fast.
- 3Internships
- 15+AI / ML projects
- Erasmus+International experience
- M.Sc.In progress
Episode II · Experience
Where I've trained.
- Jul 2025 – Sep 2025
Intern – Artificial Intelligence Project
FLO Group · Istanbul, Türkiye
- Developed and trained deep learning models for an e-commerce AI project using PyTorch and Hugging Face Transformers.
- Built a ResNet-50 based model that extracts features from product images to predict product ratings.
- Fine-tuned a ViT-GPT2 encoder-decoder model to generate product image captions.
- Collaborated with multiple departments in cross-functional meetings and completed technical trainings.
- Aug 2024 – Sep 2024
Intern – IT Support
Republic of Türkiye Ministry of Industry and Technology · Ankara, Türkiye
- Supported the Ministry's digital infrastructure by handling technical support tasks.
- Jul 2023 – Oct 2023
Full-Stack Developer Intern
Bilsoft · Düzce, Türkiye
- Designed and implemented user interfaces with React.js and JavaScript.
- Implemented secure and efficient database operations with Microsoft SQL Server.
- Created a RESTful API documentation site to standardize integration workflows.
Episode III · Projects
Selected missions.
01Computer Vision · RAG
SkinAI
Skin lesion classification and segmentation with a U-Net (ResNet-34 encoder), served through a web UI for real-time inference — plus a RAG chatbot using FAISS / ChromaDB and an LLM.
View on GitHub02Multimodal Deep LearningAutoRate & Caption
Predicts 1–5 star product ratings from images with ResNet-50 and generates product captions with a ViT encoder + GPT-2 decoder, trained on 63K+ fashion product images.
View on GitHub03NLP · SpeechEmotional Text-to-Speech
Fine-tuned BERT for Turkish emotion recognition, then voices every sentence with emotion-conditioned speech synthesis for dubbing and voice-assistant use cases. Team project.
View on GitHub+06 more missions · 5 full case studies
The rest of the fleet is in the hangar.
Screenshots, how each one was built and the results, project by project.
- Land Cover Segmentation
- Playlist Tracker
- Music Genre Classifier
- Password Strength Classifier
- Network Analysis
- E-Commerce Website
Episode IV · Skills
The toolkit.
Languages
- Python
- SQL
- C#
- JavaScript
- MATLAB
Machine & Deep Learning
- PyTorch
- TensorFlow
- Keras
- scikit-learn
- Hugging Face
- Transfer Learning
- Fine-Tuning
Generative AI & NLP
- LLMs
- RAG
- LangChain
- Prompt Engineering
- Embeddings
- FAISS
- ChromaDB
- BERT
- GPT-2
- TTS
Computer Vision
- OpenCV
- ResNet
- ViT
- U-Net
- DeepLabV3+
- Segmentation
Data Science
- Preprocessing
- Feature Engineering
- Predictive Modeling
- Matplotlib
- Seaborn
- Power BI
- Tableau
MLOps & Cloud
- AWS EC2
- S3
- SageMaker
- Docker
- Git
- CI/CD
- Flask
Web & Databases
- React.js
- Node.js
- REST APIs
- PostgreSQL
- MSSQL
Episode V · Education
The academy years.
Gdańsk University of Technology
Erasmus+ · B.Eng., Data Engineering
Gdańsk, Poland
Düzce University
B.Eng., Computer Engineering · GPA 3.17/4
Düzce, Türkiye
LanguagesTurkish — NativeEnglish — Professional working proficiency
Episode VI · Contact
Open a channel.
Looking for an AI / ML engineer, a hackathon teammate, or just want to talk models? My inbox is always open.