mustafacan.org

Resume

AI Engineer — Focused on LLM/NLP/GenAI. Working on production-ready solutions, RAG/Agentic systems, and speech/summarization (STT/TTS) technologies.

Experience

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.

EvenEdge — AI & Full‑stack Engineer

Istanbul, Turkey • November 2023 – February 2024

Python for inference/finetuning and model development; React‑Native for iOS app (photo generation from face input).

Blueclip — R&D AI Engineer & Lead

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.

Huawei — R&D AI Engineer & Researcher

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.

Huawei — Software Engineer

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.

Futuro Digitale — Front‑End Development Intern

Cosenza, Italy • October 2019 – January 2020

PHP-based web, C# desktop applications; teamwork and communication.

SOLVOYO — Software Engineer Intern

Istanbul, Turkey • July 2019 – September 2019

C# backend, Docker (CI/CD), user testing, and frontend development with React.js.

Education

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

Selected Projects

Picbox AI — iOS Application

Visual generation from face input. React‑Native, Firebase, Stable Diffusion, RunPod, Node.js.

Meeting AI Buddy — Startup

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.

Istanbul Traffic Prediction — Publication

Analysis with 1 year of traffic + weather data; LSTM/Transformer/XGBoost comparisons; API and mobile app.

Huawei Mobile Services Unity Plugin — OSS

HMS plugin for Unity: documentation, feature development, bug fixes, and sprint planning.

Skills

PythonJavaJavaScript/TypeScriptReactReact‑NativeSpring BootAndroidUnityMySQLMongoDBSQLiteH2FirestoreGitAWSFirebaseNLPSTT/TTSWhisperPyAnnoteHuggingFaceKeras/TensorFlowPyTorchOpenAILangChainPineconeSeleniumffmpegGoogle Colab

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