Aksigorta — AI Engineer
Istanbul, Turkey • February 2024 – Present
Developing new systems and enhancing existing ones using Generative AI and new technologies in the insurance sector.
AI Engineer — Focused on LLM/NLP/GenAI. Working on production-ready solutions, RAG/Agentic systems, and speech/summarization (STT/TTS) technologies.
Istanbul, Turkey • February 2024 – Present
Developing new systems and enhancing existing ones using Generative AI and new technologies in the insurance sector.
Istanbul, Turkey • November 2023 – February 2024
Python for inference/finetuning and model development; React‑Native for iOS app (photo generation from face input).
London, UK (Remote) • March 2023 – November 2023
Google Meet bot and various AI demos. Web automation with Selenium; optimized Whisper for STT; adaptation of GPT-based models.
Istanbul, Turkey • June 2022 – March 2023
Academic paper writing, research, and integrating AI capabilities into company projects. Technologies include NLP, SpaCy, TensorFlow, ML, Unity Barracuda, OpenAI.
Istanbul, Turkey • April 2020 – June 2022
Developer Advocate role with HMS ecosystem integrations; documentation, demo games, plugin development, and stakeholder support. Co-teaching with BAU, contributions to HMS Unity Plugin.
Cosenza, Italy • October 2019 – January 2020
PHP-based web, C# desktop applications; teamwork and communication.
Istanbul, Turkey • July 2019 – September 2019
C# backend, Docker (CI/CD), user testing, and frontend development with React.js.
Bahçeşehir University — Master’s Degree, Artificial Intelligence
March 2022 – January 2025 • High Honor Degree
Comparison of multiple sentiment analysis models on Turkish datasets and analysis with SOTA metrics.
McKinsey Academy — Forward (Foundation & Advanced)
April 2023 – November 2023
Süleyman Demirel University — Bachelor’s Degree, Computer Engineering
September 2015 – June 2019
Visual generation from face input. React‑Native, Firebase, Stable Diffusion, RunPod, Node.js.
Google Meet bot: Web automation with Selenium, PyAudio + optimized Whisper for STT, PyAnnote for speaker diarization, ffmpeg for audio processing, CTranslate2 for acceleration, deployment on AWS EC2, and Chrome extension.
Analysis with 1 year of traffic + weather data; LSTM/Transformer/XGBoost comparisons; API and mobile app.
HMS plugin for Unity: documentation, feature development, bug fixes, and sprint planning.