Nicholas Luciano Corona
Toronto,ON
Summary
Data scientist with 6+ years of experience in the insurance industry, skilled in machine learning, algorithms, big data, and cloud solutions. Proven track record in leading and mentoring data scientists and developing models that have impacted more than $2 billion in premium. Passionate about using data-driven insights to drive business decisions.
Overview
5
5
years of professional experience
Work History
Senior Data Scientist
Aviva Canada
Toronto
01.2021 - Current
- Build models for the direct-to-consumer business, impacting over $2 billion in premium
- Lead a team of three data scientists, mentoring and guiding their work
- Work closely with the company to provide insights and drive data-driven decision-making
- Build large-scale, highly predictive models to price insurance across Canada
- Develop loss cost, severity, and frequency models for home and auto insurance
- Utilize various techniques such as boosting, bagging,
- Python, GAMs, and GLMs
- Code data preparation and model implementation pipelines
- Create geospatial territories as features for models
Data Scientist
Aviva Canada
Toronto
01.2019 - 01.2021
- Same responsibilities as Senior Data Scientist position
Senior Data Scientist, position, Actuarial Analyst
Aviva Canada
Toronto
01.2018 - 01.2019
- Supported significant rate changes for insurance products
- Developed statistical techniques to predict loss trends
- Computed average rate needed to charge for maintaining profitability
Education
Master's - Computer Science: Interactive Intelligence
Georgia Institute of Technology
Bachelor's - Finance and Economics
The University of Toronto
01.2014
Skills
- Programming Languages:
- Python, SQL, R, Java
- Data Visualization and Engineering Tools: Superset,
- Tableau, Airflow
- Machine Learning Techniques: Boosting, Bagging,
- GAMs, GLMs
- Big Data and Cloud Solutions
Achievements
Top Performer at work, personally awarded by CEO Hobbies: Weightlifting Creating cocktails
Timeline
Senior Data Scientist
Aviva Canada
01.2021 - Current
Data Scientist
Aviva Canada
01.2019 - 01.2021
Senior Data Scientist, position, Actuarial Analyst
Aviva Canada
01.2018 - 01.2019
Master's - Computer Science: Interactive Intelligence
Georgia Institute of Technology
Bachelor's - Finance and Economics
The University of Toronto
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