Back to Experience
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