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Computer Engineer · AI & Machine Learning · Embedded Systems
📍 Istanbul, Turkey 🇹🇷

• 🎓 Computer Engineering Graduate (B.Sc.) from Istanbul Health and Technology University (Full Scholarship)
• 🚁 Former Embedded Software Intern at BAYKAR - Turkish UAV & Defense Technology Manufacturer
• 🤖 Passionate about Artificial Intelligence, Deep Learning, and Computer Vision
• 🔬 Published researcher in AI-powered medical applications (IEEE Conference Publication)
• 🏅 Graduate of Data Science Program at Yapay Zeka ve Teknoloji Akademisi (YZTA) (Google & T3 Foundation Partnership)
• 🎯 Specialized in Turkish NLP, sentiment analysis, and transformer models
• 💡 Active in robotics and automation projects as IEEE ISTUN Student Club RAS Committee Chair
• 🏆 TEKNOFEST Finalist with CodeSwaper educational platform startup

Machine learning (XGBoost) based trend prediction, technical analysis, TreeSHAP explainability, and MLOps decision support platform for BIST 30 stocks.

• 🧠 Multi-model ML pipeline featuring walk-forward time-series validation & custom feature engineering
• 🔍 Explainable AI via TreeSHAP providing transparent feature attribution and prediction confidence
• 🧪 Production-grade architecture with 362 unit tests, automated CI/CD workflows, and interactive dashboards
  🔗 GitHub Repository | 🚀 Live Streamlit App | 🤗 Hugging Face Space

Autonomous AI Financial Analyst assistant for BIST 100 stocks analyzing KAP public disclosures, balance sheets, and financial metrics.

• ⚡ Hybrid RAG search: Dense vector retrieval (FAISS) combined with sparse lexical ranking (BM25)
• 🤖 Powered by Google Gemini LLM for deep financial reasoning and balance sheet interpretation
• 📊 Quantitative decision engine featuring financial ratio scoring, risk-adjusted sizing via Kelly Criterion, and REST API via FastAPI
  🔗 GitHub Repository | 🚀 Live Streamlit App

IEEE Published Research (IDAP 2024)
A mobile health application enabling early skin cancer detection using advanced AI technologies.

• 🧬 Deep learning with attention mechanisms (CNNs)
• 📈 GAN-based data augmentation (+5% model performance)
• 🎯 Achieved 92% overall accuracy
  🔗 Read the Paper on IEEE Xplore | Authors: N. Tokatlı, Y. Bilmez, G. Göztepeli, M. Güler, F. Karan, H. Altun

Specialized NLP system addressing the challenges of agglutinative Turkish morphology.

• Fine-tuned state-of-the-art transformer architectures: BERT, DistilBERT, and XLM-RoBERTa
• Evaluated on real-world Turkish e-commerce customer review datasets for sentiment classification
  🔗 GitHub Repository

Biometric IoT security solution built with edge hardware and intelligent verification.

• Integrated ESP32-CAM with computer vision facial recognition algorithms
• Designed an intuitive web interface for real-time alerts and remote device access

September 2023 – December 2023 | Istanbul, Türkiye

• Developed automation solutions in C# .NET, delivering a 70% improvement in data analysis efficiency
• Conducted technical research and delivered presentations across interdisciplinary engineering teams
• Contributed to mission-critical software workflows in the aerospace & defense sector

B.Sc. in Computer Engineering (Full Scholarship)
2021 – 2025 | Istanbul, Türkiye
🌐 University Website

🥇 2026 Sertifikaları & Eğitimleri (13 Sertifika)

Google Advanced Data Analytics Capstone 🏛️ Google	Analyze Data to Answer Questions 🏛️ Google
Ask Questions to Make Data-Driven Decisions 🏛️ Google	Get Started with Python 🏛️ Google
Go Beyond the Numbers: Translate Data into Insights 🏛️ Google	Prepare Data for Exploration 🏛️ Google
Process Data from Dirty to Clean 🏛️ Google	Regression Analysis: Simplify Complex Data Relationships 🏛️ Google
The Nuts and Bolts of Machine Learning 🏛️ Google	The Power of Statistics 🏛️ Google
Girişimciler İçin İnsan Kaynakları Eğitimi 🏛️ Yapay Zeka ve Teknoloji Akademisi (YZTA)	Girişimciler İçin Hukuk Eğitimi 🏛️ Yapay Zeka ve Teknoloji Akademisi (YZTA)
Veri Bilimi Eğitim Programı Mezuniyet Belgesi 🏛️ Yapay Zeka ve Teknoloji Akademisi (YZTA)

🥈 2025 Sertifikaları & Başarıları (13 Sertifika)

3rd International British Congress on Interdisciplinary Scientific Research & Practices 🏛️ British Congress	Generative AI Giriş Bootcamp & Yeni Nesil Proje Kampı 🏛️ Akbank
Foundations: Data, Data, Everywhere 🏛️ Google	Google Cloud Core Infrastructure 🏛️ Google Cloud
Üretken Yapay Zeka (GenAI) 🏛️ Garanti BBVA	ChatGPT Kullanımı ve Prompt Mühendisliği 🏛️ Garanti BBVA
Temel Makine Öğrenmesi 🏛️ Garanti BBVA	LLM ve Gerçek Etki 🏛️ TRAI · Ford Otosan · Vehbi Koç Vakfı
Machine Learning 🏛️ Zero2End	Mikroservis Mimarileri 🏛️ Taner Saydam
Su Altı Sistemleri ve Teknolojileri 🏛️ T3 Vakfı	Girişimciler İçin Finans Eğitimi 🏛️ Yapay Zeka ve Teknoloji Akademisi (YZTA)
Temel Girişimcilik Eğitimi 🏛️ Yapay Zeka ve Teknoloji Akademisi (YZTA)

🥉 2024 Sertifikaları & Başarıları (2 Sertifika)

8th International AI & Data Processing Symposium (IDAP'24) - MelanoTech 🏛️ IEEE / IDAP

Agile 101 Eğitimi 🏛️ Softtech

🎖️ 2023 Sertifikaları & Başarıları (4 Sertifika)

Java Bootcamp 🏛️ TÜBİTAK BİLGEM	Mikroservis Mimarileri Eğitimi (YTE Bootcamp 2023) 🏛️ TÜBİTAK BİLGEM YTE
C# Programlama 🏛️ BTK Akademi	TEKNOFEST Katılım Belgesi 🏛️ TEKNOFEST