Anand Rajan
Deputy Data Analytics Manager
Singapore
Summary
Data Science Professional experienced in Data Analytics and Machine Learning Currently part of PSA International's Analytics Centre For Excellence Team.
Data analytics professional with substantial experience in transforming complex data into actionable insights, optimizing processes, and driving business initiatives. Highly reliable team player known for adaptability and delivering consistent results in dynamic environments. Skilled in statistical analysis, data visualization, and fostering effective collaboration to meet strategic objectives.
Overview
12
12
years of professional experience
8
8
years of post-secondary education
2
2
Certifications
Work History
Deputy Data Analytics Manager
PSA International Pte Ltd
01.2022 - Current
- Act as the hands-on Subject Matter Expert within the Analytics Centre of Excellence (DFE) department, focusing significantly on leveraging on developing advanced analytics solutions
- Lead and provide technical mentorship to a team of Data Analysts in various tracks under the Group Finance Transformation initiative
- Implement data analytics solutions that align with PSA's global objectives and regional business needs, incorporating Azure OpenAI for smarter, more efficient outcomes
- Undertake the analysis of structured and unstructured data with cutting-edge statistical techniques and the PSA Data Analytics Platform
- Liaise with key internal stakeholders, focusing on the practical alignment of data analytics requirements for business ventures
- Provide hands-on training modules, including the development and application of machine learning and data analytics, empowering business users in self-service data analytics in powerbi and Azure analysis services
- Lead solution developer involved in developing and implementing Azure OpenAI use cases specifically tailored for the Group Finance and Group HR domains, ensuring these departments leverage the full potential of AI-driven analytics
Associate Data Scientist
Mizuho Bank Ltd
04.2020 - Current
- Developed an automated credit risk assessment system using machine learning models such as xgboost and Decision Tree aimed at reducing the manual credit assessment effort and enable cost savings
- Designed time series models using statistical machine learning algorithms such as TS-Regression and ARIMA to predict the credit exposure across various portfolios for the APAC region
- Redesigned and created interactive visualizations using visualization tools such as Tableau, Microsoft Power BI which helps various departments to infer customer behavior in a faster and efficient manner
- Spearheaded the digital transformation of the Internal Audit Department (IAD) to a more data-driven department with the aid of tools and programming languages such as Python, SQL, and Tableau
Assistant Manager(Internal Audit Data Analytics)
Keppel Corporation Limited
08.2017 - 04.2020
- Transformed the internal audit department into an analytics-driven department using various data analytic tools and programming languages such as python, R, SQL, and Tableau
- Revamped the existing audit process to make it faster and efficient through automation and reduce the manual effort by more than 50%
- Responsible for assisting the business auditors and IT auditors in designing and executing data analytic routines using programming languages such as python, R, and SQL
- Developed an automated sample selection process using machine learning algorithms, which aids in picking the audit samples quickly and efficiently thus reducing the sampling methodology time by more than 30%
Data Engineer
Tata Consultancy Services
03.2013 - 12.2016
- Worked as a data engineering consultant for various multi-million dollar client-facing projects
- Extensively involved in IT systems architecture and Design
- Developed cost-optimized PL/SQL scripts for data fixes to optimize the system performance
- Extensively Involved in the various successful applications as well IT systems upgrades
- Extensively involved in SAP systems monitoring
Education
Master of Technology - Data Science and Machine Learning
National University of Singapore
01.2017 - 07.2018
Master of Science - Finance
University College Dublin
08.2021 - 10.2023
Bachelor of Technology - undefined
University of Kerala
06.2008 - 06.2012
Skills
Python
Certification
AWS Certified Machine Learning Specialty, 01/01/21, Present
Timeline
Deputy Data Analytics Manager
PSA International Pte Ltd
01.2022 - Current
Master of Science - Finance
University College Dublin
08.2021 - 10.2023
Associate Data Scientist
Mizuho Bank Ltd
04.2020 - Current
Assistant Manager(Internal Audit Data Analytics)
Keppel Corporation Limited
08.2017 - 04.2020
Master of Technology - Data Science and Machine Learning
National University of Singapore
01.2017 - 07.2018
Data Engineer
Tata Consultancy Services
03.2013 - 12.2016
Bachelor of Technology - undefined
University of Kerala
06.2008 - 06.2012