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@erolkll

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Passionate Data & Machine Learning Engineer with hands-on experience.

Netherlands

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What I'm looking for

I am looking for a role that fosters innovation, encourages collaboration, and offers opportunities for professional growth in data engineering and machine learning.

I am a passionate Data & Machine Learning Engineer with over two years of hands-on experience in building, deploying, and optimizing data-driven solutions. My expertise lies in developing Named Entity Recognition (NER), Optical Character Recognition (OCR), and Large Language Model (LLM) features using Python, spaCy, and PyTorch. I am highly proficient in deploying and managing scalable models on serverless architectures using AWS Lambda, ensuring high availability and performance.

Throughout my career, I have architected applications from the ground up, leading UI/UX development processes and translating complex designs into responsive mobile interfaces. My commitment to delivering high-impact, data-centric products is matched by my strong foundation in software engineering and data integration. I hold a BSc in Computer Engineering from Abdullah Gül University and continually refine my skills to stay at the forefront of technology.

Experience

Work history, roles, and key accomplishments

Software Engineer

International Labour Association

Aug 2024 - Present (10 months)

Architected the entire application from the ground up, implementing sophisticated technologies like Flutter OAuth, auto_route for navigation, get_it for dependency injection, and BLoC for state management. Leads the UI/UX development process, translating complex Figma designs into pixel-perfect, responsive mobile interfaces. Manages the project lifecycle using Jira, ensuring timely delivery of fea

Flutter OAuth Auto_route Get_it Figma Jira Agile

Machine Learning and Cloud Services Intern

International Labour Association

Feb 2024 - Present (1 year 4 months)

Engineers and deploys production-grade Named Entity Recognition (NER) models with Python and spaCy to structure educational content. Develops and optimizes robust Optical Character Recognition (OCR) solutions using easyOCR for data extraction. Architects and manages serverless software deployment pipelines using AWS Lambda, ensuring high availability and scalability.

Python SpaCy NER Optical Character Recognition AWS Lambda Serverless Architecture

Mobile Flutter Developer Intern

International Labour Association

Oct 2022 - Present (2 years 8 months)

Contributed to the development of the ILA Mobile application, defining its architecture and utilizing packages including Firebase and Google Maps. Applied Scrum methodologies with Jira to manage the project lifecycle.

Mobile Development Flutter Firebase Google Maps Scrum Jira

Education

Degrees, certifications, and relevant coursework

Abdullah Gül University

BSc in Computer Engineering, Computer Engineering

Graduated with a Bachelor of Science in Computer Engineering from Abdullah Gül University. Continually refined skills in software engineering and data integration, with a commitment to delivering high-impact, data-centric products.