Experience & Education
Apr 2024 - Present
Apr 2024 - Present
Founding Machine Learning Engineer at Intero
• Built the entire AI stack from scratch, including API support, core model training, and data preparation
• Designed scalable, cloud-based architecture on Google Cloud Platform (GCP) using Cloud Functions, Docker, and Kubernetes
• Implemented various automation tools to streamline business operations
• Deployed a web application for real-time collaborative data annotation
• Performed extensive R&D to design novel systems that greatly improved app quality
• Designed and deployed a multi-cloud real-time scraping system serving as critical company infrastructure
• Implemented text-to-speech (TTS) and speech-to-text (STT) technologies enabling advanced functionalities
• Contributed to cross-platform mobile application development using Flutter
• Designed scalable, cloud-based architecture on Google Cloud Platform (GCP) using Cloud Functions, Docker, and Kubernetes
• Implemented various automation tools to streamline business operations
• Deployed a web application for real-time collaborative data annotation
• Performed extensive R&D to design novel systems that greatly improved app quality
• Designed and deployed a multi-cloud real-time scraping system serving as critical company infrastructure
• Implemented text-to-speech (TTS) and speech-to-text (STT) technologies enabling advanced functionalities
• Contributed to cross-platform mobile application development using Flutter
Jun 2022 - May 2024
Jun 2022 - May 2024
Junior Machine Learning Engineer at Viable
• Built complex, automated AI pipelines
• Fine-tuned core models, prepared and augmented training data, resulting in improved model performance
• Automated CSV ingestion process, eliminating manual intervention and improving data consistency
• Developed cloud functions that performed automated hourly updates to the shared company calendar
• Created mass scrapers gathering millions of data points for in-house model training
• Deployed ML endpoints
• Researched state-of-the-art (SOTA) models and academic literature, and implemented relevant solutions
• Fine-tuned core models, prepared and augmented training data, resulting in improved model performance
• Automated CSV ingestion process, eliminating manual intervention and improving data consistency
• Developed cloud functions that performed automated hourly updates to the shared company calendar
• Created mass scrapers gathering millions of data points for in-house model training
• Deployed ML endpoints
• Researched state-of-the-art (SOTA) models and academic literature, and implemented relevant solutions
May 2022 - Oct 2022
May 2022 - Oct 2022
Python Developer (Freelance)
• Developed various scripts using Selenium, Flask, FastAPI, Pandas, and Numpy for numerical analysis
• Annotated and augmented machine learning data to train GPT models
• Successfully completed multiple projects, maintaining a high client satisfaction rate
• Created automation scripts for Photoshop, enabling batch generation of over 5000 graphic assets
• Developed and deployed a custom AI-assisted chat application and accompanying website
• Built a scalable JSON linter and optimizer
• Developed various scripts using Selenium, Flask, FastAPI, Pandas, and Numpy for numerical analysis
• Annotated and augmented machine learning data to train GPT models
• Successfully completed multiple projects, maintaining a high client satisfaction rate
• Created automation scripts for Photoshop, enabling batch generation of over 5000 graphic assets
• Developed and deployed a custom AI-assisted chat application and accompanying website
• Built a scalable JSON linter and optimizer
Sep 2019 - Jun 2023
Sep 2019 - Jun 2023
Manisa Celal Bayar University
Bachelor of Computer Engineering
• Valedictorian with 3.82/4.0 GPA
• Relevant Coursework: Data Analysis, Software Engineering, Operating Systems, Algorithms, Artificial Intelligence
• Relevant Coursework: Data Analysis, Software Engineering, Operating Systems, Algorithms, Artificial Intelligence
Sep 2021 - Feb 2022
Sep 2021 - Feb 2022
Sapienza Università di Roma
Erasmus Exchange Program
• Completed master's level coursework in Machine Learning, Cybersecurity, Software Engineering, and Computer Science
Technical Skills & Languages
Technical Skills & Languages
Additional Information
• Technical Skills: Advanced Python [Pandas, FastAPI, Flask, RESTful APIs, Reflex], Expert Cloud Deployment [Google Cloud (4+ yrs), Cloud Run, App Engine, BigQuery, Firebase], Docker (Compose, extensive deployments), Git (high proficiency), Databases [SQL, NoSQL], AI Frameworks [OpenAI API, Hugging Face, TensorFlow, PyTorch], NextJS, React, JS, HTML, CSS
• Languages: IELTS 8.5 English, Native Turkish, B1 Italian
• Awards: Valedictorian in Computer Engineering with 3.82 GPA