Proficient in Python for web scraping and data extraction. Developed custom web crawlers to collect information from various websites. Utilized libraries such as Beautiful Soup and Requests for parsing HTML content. Automated data retrieval processes, saving hours of manual work. Extracted and transformed data from diverse sources using Python scripts. Cleaned and structured raw data for further analysis. Collaborated with data scientists to create meaningful insights. Integrated third-party APIs into existing systems. Wrote Python scripts to fetch real-time data from APIs. Ensured data consistency and accuracy across platforms. Resolved complex data extraction challenges, adapting to changes in website structures. Debugged and optimized existing scripts for efficiency. Demonstrated strong analytical skills in identifying patterns and anomalies.