Profile
Highly motivated and results-driven data scientist with a unique blend of international experience, strong analytical, problem-solving, and communication skills. Proficient in English, Thai, and Japanese (Business level [N2]), setting me apart from local candidates. Adept at leveraging advanced machine learning techniques and data analysis to drive business performance. Passionate about delivering innovative, data-driven solutions to complex real-world problems. Actively seeking opportunities to contribute my skills and knowledge to the Japanese market.
Experience
Data Scientist
Nielsen Holdings PCL, Bangkok, Thailand
January 2021 - August 2021
- Developed and deployed advanced predictive models utilizing machine learning algorithms, including scikit-learn, pandas, and NumPy, to optimize business processes and address client- specific challenges
- Translated complex data-driven insights into clear and concise visualizations and presentations for diverse audiences, including clients and internal team members
- Collaborated with cross-functional teams to identify opportunities for data-driven solutions and innovations, leading to improved client satisfaction and increased revenue
- Streamlined data processing pipelines and implemented best practices in data management to ensure the accuracy, reliability, and accessibility of critical datasets
Education
Intensive Data Science Bootcamp
Le Wagon, Tokyo, Japan
April 2023 - June 2023
- Engaged in a comprehensive and demanding data science program, excelling in key skills and tools including Python, SQL, Pandas, machine learning (ML), deep learning (DL), and MLOps for end-to- end data-driven solutions
- Acquired in-depth, hands-on experience in data analysis, decision science, and ML engineering, along with proficiency in cloud-based solutions, through a diverse range of practical assignments and real-world projects
- Demonstrated exceptional teamwork and communication abilities by collaborating with a team on a high-impact, real-world data science project, effectively utilizing cutting-edge techniques and tools to generate valuable insights and deliver actionable outcomes that drive business performance
Skills
- Data Analysis: Python, SQL, Pandas, NumPy, Jupyter Notebook, SciPy
- Machine Learning: Scikit-learn, TensorFlow, Keras, Deep Learning, XGBoost
- Data Visualization: Matplotlib, Seaborn, Plotly
- Decision Science: Statsmodels, Multivariate Regression, Hypothesis Testing
- MLOps: Google Cloud, MLflow, Prefect, Docker, Fast API, Streamlit
- Languages: English (Native), Thai (Native), Japanese (Business level [N2])
Contact
Email: sarat.fin@gmail.com
LinkedIn: https://www.linkedin.com/in/saratsiri/