About me
Experienced data scientist with over 3 years experience working in Ecommerce and Financial services sectors
Work history
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Data ScientistNext PLC
- Leicester, United KingdomFreelance
Worked as part of the Ecommerce and analytics team.
• Used python and different libraries such as Pandas, Scikit-learn NumPy for different analysis to communicate quantitative information effectively, such as descriptive statistics and visualization, and implement basic visualisations with Matplotlib and Seaborn, such as histograms, boxplot, etc.
• Used machine learning to automate analytical model building to train data to identify patterns and make decision with little or no human interactions
• Used different machine learning to detect financial fraud by predicting the value of output using classification and regression.
• Used predictive analytics to predict and identify trends by developing appropriate forecasting model based on time series data
• Perform daily data query and data analysis using SQL, excel, and other tools
Data scientistIBM
- London, United KingdomFull Time
• Successfully created and presented a model to detect financial fraud trends for a finance client
• Used Machine Learning to detect fraud via logistics regression and gradient descent algorithms, alone with modelling data using NoSQL to query unstructured data
• Produced data visualisations dashboards and presentations for stakeholders and business executives
• Prepared internal business review packages based on big-data from multiple sources
• Organised and analysed big data to produce industry insight reports
• Queried databases and analysed data and statistics using SQL and python
• Applied various data science methodologies, including algorithmic complexity theory, numerical stability, parallelism and concurrency, testability and machine learning techniques
• Involved in real-time big-data visualisation for live reporting dashboards
• Supported various projects, involved in requirements gathering, data modelling and processing, segmentation and building predictive models, deep insight analysis and consumer behaviour analysis, all within agile-based environments
Skills
- Python
- Machine Learning
- SQL
- Azure
- AWS
- Tableau
Education
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BSc Computer Science, Information TechnologyUniversity of Derby
- Derby, United Kingdom