Freelance Data Scientist & ML Developer (Fiverr)
Provided data collection and web-scraping support to build training and analytics datasets for ML pipelines. Produced structured inputs that could be consumed for model training and dashboarding workflows. Worked with client requirements to scope dataset needs and iterate on outputs to improve downstream ML performance. • Designed and delivered web scraping tools to gather client data • Cleaned and prepared collected data for ML/data pipeline use • Supported dataset iteration based on client feedback • Communicated dataset/process status to non-technical stakeholders