- I enjoy dancing in my free time, especially salsa and hip-hop.
- I love hiking and exploring the great outdoors on weekends.
- Cooking is a passion of mine, and I often experiment with new recipes.
- Painting and sketching help me unwind and tap into my creative side.
- Playing the guitar is another hobby that brings me joy and relaxation.
- I am an avid reader and always have a book on hand to dive into different worlds.
Sophia Lima from The Mandarin Oriental in Hong Kong can be reached at sophialima@mandarinoriental.com. Her address is 123 Luxury Lane, Central District, Hong Kong, and her phone number is +852-9876-5432.
As a Data Scientist at TechGen Analytics, I utilized machine learning algorithms to optimize customer segmentation strategies from 2022 to 2024. Following my graduation in 2022, I joined DataTech Solutions as a Senior Data Scientist where I led a team in developing predictive models for financial forecasting until 2026.
As a Data Scientist, I possess advanced proficiency in statistical analysis and machine learning techniques, allowing me to derive valuable insights from complex datasets. My expertise in programming languages such as Python and R enables me to develop sophisticated data models and algorithms to solve real-world problems efficiently. With a strong background in data visualization and storytelling, I excel at communicating technical findings to non-technical stakeholders in a clear and compelling manner.
- "Predictive Modeling for Customer Churn Analysis Using Machine Learning Techniques," International Journal of Data Science, 2022
- "Exploring the Impact of Feature Engineering on Model Performance in Natural Language Processing Tasks," IEEE Transactions on Big Data, 2023
- "An Ensemble Approach to Time Series Forecasting: A Case Study in Financial Markets," Journal of Artificial Intelligence Research, 2024
- "Interpretable Machine Learning Models for Healthcare Predictive Analytics," ACM Transactions on Intelligent Systems and Technology, 2025
- "Ethical Considerations in Data Science: Addressing Bias and Fairness in Algorithmic Decision-Making," Proceedings of the AAAI Conference on Artificial Intelligence, 2026
- Master of Science in Data Science, University of Edinburgh, 2022
- Bachelor of Science in Computer Science with a specialization in Artificial Intelligence, University of Cambridge, 2019
As a Data Scientist at TechGen Analytics, I utilized machine learning algorithms to optimize customer segmentation strategies from 2022 to 2024. Following my graduation in 2022, I joined DataTech Solutions as a Senior Data Scientist where I led a team in developing predictive models for financial forecasting until 2026.

- Master of Science in Data Science, University of Edinburgh, 2022
- Bachelor of Science in Computer Science with a specialization in Artificial Intelligence, University of Cambridge, 2019

As a Data Scientist, I possess advanced proficiency in statistical analysis and machine learning techniques, allowing me to derive valuable insights from complex datasets. My expertise in programming languages such as Python and R enables me to develop sophisticated data models and algorithms to solve real-world problems efficiently. With a strong background in data visualization and storytelling, I excel at communicating technical findings to non-technical stakeholders in a clear and compelling manner.

- "Predictive Modeling for Customer Churn Analysis Using Machine Learning Techniques," International Journal of Data Science, 2022
- "Exploring the Impact of Feature Engineering on Model Performance in Natural Language Processing Tasks," IEEE Transactions on Big Data, 2023
- "An Ensemble Approach to Time Series Forecasting: A Case Study in Financial Markets," Journal of Artificial Intelligence Research, 2024
- "Interpretable Machine Learning Models for Healthcare Predictive Analytics," ACM Transactions on Intelligent Systems and Technology, 2025
- "Ethical Considerations in Data Science: Addressing Bias and Fairness in Algorithmic Decision-Making," Proceedings of the AAAI Conference on Artificial Intelligence, 2026

- I enjoy dancing in my free time, especially salsa and hip-hop.
- I love hiking and exploring the great outdoors on weekends.
- Cooking is a passion of mine, and I often experiment with new recipes.
- Painting and sketching help me unwind and tap into my creative side.
- Playing the guitar is another hobby that brings me joy and relaxation.
- I am an avid reader and always have a book on hand to dive into different worlds.

Sophia Lima from The Mandarin Oriental in Hong Kong can be reached at sophialima@mandarinoriental.com. Her address is 123 Luxury Lane, Central District, Hong Kong, and her phone number is +852-9876-5432.