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Work Background
AyvensData Scientist
Oct. 2024Dublin, County Dublin, Ireland- Develop pricing tools for SME and private lease clients based on historical claims and exposure data using techniques such as the General Linear Model
- Conduct deep dives of insured portfolios to perform root cause analyses on performance trends that lead to meaningful and corrective actions using python, R
- Develop regular performance dashboards for internal management and external stakeholders to identify the key drivers of under/over performance versus annual targets and historical trends using tools such as PowerBI, SAS Visual Analytics and GGplot
- Perform data mining and analysis of large quantities of data to timely identify/detect trends which may cause changes in the regulatory and/or economic capital and may reflect changes in LeasePlan Insurance’s risk profile
- Use analysis and visualisation tools to manipulate, combine and analyse relevant data
Perform regular and ad-hoc data analyses to inform project work and the development of new delivery strategies
- Present data in a clear, concise and tailored manner to meet the needs of LeasePlan Insurance and to support business teams with high-quality information and insights
- Work collaboratively with key stakeholders to increase data-driven decisions in alignment with the Analytics strategy
- Participate in projects and initiatives aimed at increasing analytical capability, introducing automation and supporting the big data and digital agendas within LeasePlan Insurance
AyvensJunior Data Scientist
Jul. 2024Dublin, County Dublin, Ireland- Develop pricing tools for SME and private lease clients based on historical claims and exposure data using techniques such as the General Linear Model
- Conduct deep dives of insured portfolios to perform root cause analyses on performance trends that lead to meaningful and corrective actions using python, R
- Develop regular performance dashboards for internal management and external stakeholders to identify the key drivers of under/over performance versus annual targets and historical trends using tools such as PowerBI, SAS Visual Analytics and GGplot
- Perform data mining and analysis of large quantities of data to timely identify/detect trends which may cause changes in the regulatory and/or economic capital and may reflect changes in LeasePlan Insurance’s risk profile
- Use analysis and visualisation tools to manipulate, combine and analyse relevant data
Perform regular and ad-hoc data analyses to inform project work and the development of new delivery strategies
- Present data in a clear, concise and tailored manner to meet the needs of LeasePlan Insurance and to support business teams with high-quality information and insights
- Work collaboratively with key stakeholders to increase data-driven decisions in alignment with the Analytics strategy
- Participate in projects and initiatives aimed at increasing analytical capability, introducing automation and supporting the big data and digital agendas within LeasePlan Insurance
LeasePlanJunior Data Scientist
Oct. 2022 - Oct. 2024Dublin, County Dublin, Ireland- Develop pricing tools for SME and private lease clients based on historical claims and exposure data using techniques such as the General Linear Model
- Conduct deep dives of insured portfolios to perform root cause analyses on performance trends that lead to meaningful and corrective actions using python, R
- Develop regular performance dashboards for internal management and external stakeholders to identify the key drivers of under/over performance versus annual targets and historical trends using tools such as PowerBI, SAS Visual Analytics and GGplot
- Perform data mining and analysis of large quantities of data to timely identify/detect trends which may cause changes in the regulatory and/or economic capital and may reflect changes in LeasePlan Insurance’s risk profile
- Use analysis and visualisation tools to manipulate, combine and analyse relevant data
Perform regular and ad-hoc data analyses to inform project work and the development of new delivery strategies
- Present data in a clear, concise and tailored manner to meet the needs of LeasePlan Insurance and to support business teams with high-quality information and insights
- Work collaboratively with key stakeholders to increase data-driven decisions in alignment with the Analytics strategy
- Participate in projects and initiatives aimed at increasing analytical capability, introducing automation and supporting the big data and digital agendas within LeasePlan Insurance
MI liftersData Analyst
May. 2018 - Sep. 2020Pune, Maharashtra, India- Worked on data manipulation using Extract Transform and Load(ETL) process for Analysis
- Further did the analysis using Excel and Python, and used Power BI for interactive and dynamic dashboards.
- Created the reports and presented them to stakeholders to help in decision-making.
- Formulated a business strategy to facilitate the growth of the company leading to an increase in revenue and turnover
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