Victor C.

Key Skills

Software

No software listed

Top Subject Matter

Web data extraction

data quality validation

data pipeline automation

Top Data Types

Computer Code Programming

Top Task Types

Data Collection

Freelancer Overview

Freelance Automation Developer & Data Specialist (Data extraction, cleaning, and validation pipelines). Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Internal and Proprietary Tooling. Education includes High School Diploma, NINLAN Demonstration School (2019). AI-training focus includes data types such as Computer Code and Programming and labeling workflows including Data Collection.

Labeling Experience

Freelance Automation Developer & Data Specialist (Data extraction, cleaning, and validation pipelines)

Data Collection

Freelance work focused on building automated data extraction and cleaning pipelines rather than manual annotation. The tasks included implementing validation protocols to verify workflow correctness and data accuracy at scale. Outputs were organized into structured formats suitable for downstream use and quality control. • Built Python/Selenium scripts to extract and structure large datasets (500,000+ records) with high accuracy. • Developed data cleaning logic and organization routines to prepare records for consistent downstream consumption. • Created and executed validation protocols to test pipelines and reduce manual processing overhead by 20%. • Ran validation feedback loops across teams to support quality control and logical testing.

2019 - Present

Education

Work History