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Berk Kurtcu

Berk Kurtcu

Python Developer — Data Collection/Automation for AI Training

Turkey flagMersin, Turkey
$35.00/hrEntry LevelData Annotation TechLabelboxScale AI

Key Skills

Software

Data Annotation TechData Annotation Tech
LabelboxLabelbox
Scale AIScale AI
TolokaToloka
Internal/Proprietary Tooling
Other

Top Subject Matter

AI-driven Platforms
Workflow Automation
Real Estate & Market Intelligence

Top Data Types

TextText
Computer Code ProgrammingComputer Code Programming
DocumentDocument

Top Task Types

Data Collection
Classification
Computer Programming Coding
Evaluation Rating
Text Generation
Function Calling
RLHF

Freelancer Overview

Python developer focused on building robust architectures for high-integrity data collection and automation. I specialize in scraping and structuring complex, unstructured web data to create high-quality datasets for AI training and market analysis. My core strengths include developing internal tooling, managing proprietary data workflows, and ensuring data quality through automated cleaning and validation protocols. I approach every task with a focus on data integrity and reliability, ensuring that the collected information is accurately labeled and formatted for professional research and machine learning applications. I am a detail-oriented professional committed to delivering scalable and high-quality data solutions.

Entry LevelRussianTurkishEnglish

Labeling Experience

Python Developer — Data Collection/Automation for AI Training

TextData Collection
Developed and implemented Python automation and data extraction pipelines to support AI-driven platforms and workflows. Ensured structured and high-integrity data was accurately collected, formatted, and managed for subsequent AI training processes. Employed advanced DOM manipulation and robust validation routines to prevent duplicate and erroneous data used in machine learning models. • Built scalable architectures for extracting task-specific datasets supporting AI operational needs. • Automated feature extraction and data labeling steps as part of customized data pipelines. • Established rigorous compliance routines for reliable data curation. • Integrated automations with proprietary and internal AI platform tooling.

Developed and implemented Python automation and data extraction pipelines to support AI-driven platforms and workflows. Ensured structured and high-integrity data was accurately collected, formatted, and managed for subsequent AI training processes. Employed advanced DOM manipulation and robust validation routines to prevent duplicate and erroneous data used in machine learning models. • Built scalable architectures for extracting task-specific datasets supporting AI operational needs. • Automated feature extraction and data labeling steps as part of customized data pipelines. • Established rigorous compliance routines for reliable data curation. • Integrated automations with proprietary and internal AI platform tooling.

2026 - Present

Lead Data Architect — Automated Curation & Extraction

TextData Collection
Engineered high-performance data pipelines focused on large-scale data integrity and B2B dataset generation. Implemented asynchronous extraction tools (Playwright/asyncio) with built-in rate-limit mitigation to ensure reliable data curation. • Managed regional intelligence and request throttling to maintain high-quality data outputs. • Developed automated validation routines to classify and label unstructured business information. • Focused on zero-duplicate state management for enterprise-level real estate analytics.

Engineered high-performance data pipelines focused on large-scale data integrity and B2B dataset generation. Implemented asynchronous extraction tools (Playwright/asyncio) with built-in rate-limit mitigation to ensure reliable data curation. • Managed regional intelligence and request throttling to maintain high-quality data outputs. • Developed automated validation routines to classify and label unstructured business information. • Focused on zero-duplicate state management for enterprise-level real estate analytics.

2025 - 2026

Education

M

Ministry of National Education (Open Education High School)

High School Diploma, General Studies

High School Diploma
2013 - 2017

Work History

P

Playpik Software

Python Developer

Mersin
2026 - Present
F

Freelance

Lead Automation Architect

N/A
2025 - 2026