
Sebastian F. T.
Python Developer And Data Extraction Specialist
Competenze

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Portfolio
Esperienza lavorativa
Python & Data Automation Developer
Freelancing Career • Freelance
Nov 2022 - Present • 3 yrs 11 mos
- Developed and maintained Python scripts for task automation, web scraping, and data parsing from various unstructured web sources. - Project - Enterprise Web Scraper: Engineered high-concurrency data pipelines bypassing advanced anti-bot systems (Cloudflare, DataDome). Extracted, cleaned (Pandas), and ingested 500k+ real estate records into a PostgreSQL Data Warehouse via API. - Project - E-commerce Data Pipeline: Built a robust data extraction pipeline in Python to process and clean large datasets (600k+ records). Implemented concurrent HTTP requests (asyncio/threading) and Regex filtering to validate digital fingerprints (e.g., identifying tags) and efficiently remove inactive domains. - Project - Serverless AWS Data Pipeline: Architected a fully automated ETL pipeline using AWS Cloud. Configured Amazon S3 (Landing/Clean zones) with event triggers to invoke AWS Lambda functions. Utilized Python (AWS SDK for Pandas) to transform raw CSV data into optimized Parquet format, implementing strict IAM least-privilege security policies and AWS Glue data cataloging. - Built backend web applications and RESTful APIs using Django, integrating them securely with relational databases (PostgreSQL, MySQL). - Contributed to and maintained open-source projects, focusing on utility scripts, LLM API integrations, and security concepts.
Quality Assurance (QA) & IT Test Engineer
Renault Group • Full time
Jul 2018 - Sep 2023 • 5 yrs 2 mos
Responsible for maintaining absolute Data Accuracy and Quality Assurance (QA) across multiple data processing systems and software solutions. Designed and executed rigorous testing protocols (manual and automated) to ensure bug-free script deployments and seamless pipeline integrations. Analyzed system logs, handled edge-case exceptions, and isolated data anomalies to optimize code performance and prevent data leakage. Collaborated closely with development teams to review logic, validate database schemas, and ensure all deliverables met strict corporate compliance standards.