Berkay B.

Key Skills

Software

AWS SageMaker

Appen

Argilla

Surge AI

Snorkel AI

Scale AI

Roboflow

OpenCV AI Kit (OAK)

Google Cloud Vertex AI

Top Subject Matter

Information Technology & Software Development

Artificial Intelligence & Machine Learning

Disaster Management & Response

Top Data Types

Image

Computer Code Programming

Text

Document

Top Task Types

Object Detection

Polygon

Classification

Entity (NER) Classification

Segmentation

Fine-tuning

Transcription

Data Collection

Freelancer Overview

AI Facial Recognition Labeler & System Architect, AfetLink (TÜBİTAK 2209-A). Brings 5+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes Bachelor of Science, Izmir Bakircay University (2024) and Associate Degree, Ege University (2023). AI-training focus includes data types such as Image and labeling workflows including Object Detection.

Labeling Experience

AI Facial Recognition Labeler & System Architect, AfetLink (TÜBİTAK 2209-A)

ImageObject Detection

As Lead Developer & System Architect for AfetLink, I designed and implemented an AI-powered facial recognition matching system for missing persons. I was responsible for integrating labeled facial imagery data into the platform to support machine learning-driven identification. The labeling task involved curating and annotating disaster-related facial images for robust supervised learning. • Facial image curation and preprocessing for model ingestion • Annotation of faces for identity recognition and dataset labeling • Quality assurance of labels to reduce false matches • Collaboration with cross-functional teams in AI-driven disaster management

2025 - Present

Lead System Architect & ML Engineer (MLVisor)

Computer Code ProgrammingFine-tuning

Architected and developed MLVisor, a DeepTech autonomous AI production studio. Designed the core data pipelines and the autonomous machine learning workflow engine. Responsibilities included fine-tuning complex ML models, verifying algorithmic logic, and ensuring strict quality control for data inputs/outputs. Managed the cloud infrastructure on AWS EC2 to guarantee a secure environment for model training and evaluation.

2024 - Present

Education

Work History