I specialize in Web Scraping, B2B Lead Generation, Data Research, and Automation, helping businesses collect, verify, clean, enrich, and process data at scale. With extensive experience in data-driven projects, I build accurate prospect databases, research companies and decision-makers, extract structured data from websites and PDFs, automate repetitive workflows, and deliver clean Excel/CSV/Google Sheets datasets ready for immediate use. Core Services • Web Scraping & Data Extraction • B2B Lead Generation & Prospect List Building • LinkedIn, Sales Navigator & Apollo Research • Company & Decision-Maker Research • Email Finding, Verification & Data Enrichment • Market & Competitor Research • Google Maps & Business Directory Data Collection • Product & E-commerce Data Extraction • PDF / Website / Database Data Extraction • Data Mining, Cleaning & Deduplication • Excel & Google Sheets Data Processing • Python Data Automation • API Integration & Data Collection • CRM & HubSpot Data Operations • ETL & Data Processing Workflows • AI-Assisted Data & Workflow Automation Tools & Technologies Python, Excel, Google Sheets, Power BI, SQL, APIs, Apollo, LinkedIn Sales Navigator, HubSpot, web-scraping frameworks, AI/LLM tools, and data-processing automation. My approach is accuracy first. I verify data against appropriate sources, remove duplicates, maintain consistent formatting, document sources when required, and clearly flag information that cannot be verified rather than guessing. Whether you need 100 carefully verified decision-makers, 50,000 structured records, a custom scraper, a cleaned database, or an automated data workflow, I focus on delivering reliable, organized, and ready-to-use results. No guessed or fabricated data. Clean data, reliable research, and practical automation.