CV

Machine Learning & Backend Engineer

Freelance FinTech Project

Remote | Developed an end-to-end AI-driven financial analysis system.

• Developed a high-performance ML model (LightGBM) for BIST100 stocks, achieving ~0.67 Weighted F1-Score and strong backtest returns.
• Built scalable backend infrastructure with FastAPI, PostgreSQL, and Docker using Batch Processing for 45% faster inference.
• Integrated DeepSeek LLM for automated multilingual (TR, EN, DE, KO) news summarization and sentiment analysis.
• Implemented professional MLOps practices including Model Cards, Data Dictionaries, and Runbooks.

Part-Time Software Engineer

Giresun University IT Department

Giresun, Turkey | R&D on Data Security & Algorithms.

• Researched novel metaheuristic algorithms (SFOA) for complex optimization problems.
• Developed innovative steganography methods for secure data transmission using Python and OpenCV.

Software Development Intern

Giresun University IT Department

Giresun, Turkey | Computer Vision & AI.

• Developed a Real-time Face Recognition & Emotion Analysis System with a custom-trained CNN model.
• Achieved 87% accuracy in emotion detection and integrated it with an automated attendance system.

Software Development Intern

MAN Türkiye A.Ş

Ankara, Turkey | Automotive R&D.

• Developed backend systems (C# & SQL) for managing Trendyol E-Commerce Seller Panel orders.
• Created a Database Control System simulating bus part inspections with version control.
• Gained hands-on experience with AUTOSAR stacks (BSW modules) and ECU integration.

Bionluk / Superprof

Freelance Developer & Tutor

Remote | Software Development & Mentorship.

• Delivered 50+ projects in game development (Unity), Python automation, and algorithms.
• Mentored 15+ students in Python, Java, Mathematics, and Physics.

Bachelor

Giresun University

Computer Engineering (BSc)

High School

Ankara Akyurt Anadolu High School

Science & Math

End-to-End Financial Prediction Platform

• BIST100 Buy/Sell signal generation using LightGBM & Triple Barrier Method.
• Multilingual News Analysis API using DeepSeek LLM (TR/EN/DE/KO).
• Scalable FastAPI backend with Docker & PostgreSQL.

PostaX (Graduation Project)

• Secure delivery system with Telegram OTP (One-Time Password) integration.
• Offline Failover Mode: Works with pre-generated keys during internet outages.
• Real-time monitoring via ESP32-CAM and TinyML based anomaly detection.

Deprem Bildirim Botu

• Telegram bot providing instant earthquake data via Kandilli Observatory API.
• High-performance asynchronous architecture (Async/Await) with caching.
• Location-based custom alerts and historical data querying with AioSQLite.

Aytar Drone

• Voice recognition system using MFCC analysis to detect human cries.
• Multilingual NLP module (TR/EN/FR/ES) for emergency keyword detection.
• Estimated GPS positioning based on sound source direction.

Face Emotion Recognition System

• Custom CNN architecture achieving 87% accuracy in real-time emotion detection.
• Automated attendance tracking integration.

Trendyol E-Commerce Panel

• Developed for MAN Türkiye to manage e-commerce orders efficiently.
• Customer tracking and order creation modules using C# and SQL.