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Junior Data Scientist – Machine Learning Engineer

Socital | July 2015 - July 2019

Developed advanced algorithms for social media analysis and user profiling, focusing on demographic and psychographic attribute extraction.

Responsibilities

  • Developed algorithms for extracting demographic and psychographic attributes from social media profiles
  • Designed and executed experiments for data-driven strategies
  • Built and maintained predictive models using ML and deep learning
  • Managed data integration and ETL processes
  • Conducted textual data analysis using NLP techniques
  • Performed social network analysis
  • Developed OLAP reporting and KPI visualizations

Key Achievements

  • Successfully analyzed profiles across multiple social networks
  • Reduced reporting processing time by approximately 66% through automation
  • Developed robust datasets for advanced analytics
  • Created comprehensive documentation for data analytics pipeline

Technologies Used

PythonNLPMachine LearningDeep LearningSQLETLSocial Network AnalysisDash