Aditya Singh
Melbourne,Australia
Summary
Data Science postgraduate with a strong foundation in statistics and quantitative modelling from an Actuarial Studies background. Experienced in Python, SQL and R, with hands-on exposure to machine learning and data analysis. Analytical and detail-oriented, with prior customer service experience in financial services and a strong ability to communicate insights effectively to stakeholders.
Overview
6
6
years of professional experience
Work History
Customer Solutions Specialist
Insignia Financial
02.2022 - Current
- Collaborated with financial advisers to enhance client outcomes and streamline financial planning.
- Managed client requests for updates, transfers, withdrawals, and investments, ensuring compliance with regulations.
- Maintained high completion rates to improve efficiency for clients and stakeholders.
- Handled general queries and set up accounts, delivering timely responses within SLA timeframes.
Events Volunteer
Monash Indian Cultural Society (MICS)
01.2022 - 01.2024
- Coordinated campus-wide cultural events to foster student engagement and improve event execution.
- Oversaw event operations, strengthening vendor relations and optimizing promotional activities.
- Coordinated event logistics for cultural festivals and community gatherings.
- Assisted in setting up venues and arranging decorations for events.
- Managed registration desks to welcome and guide attendees during events.
Pharmacy Assistant and Night Manager
Chemist Warehouse
10.2019 - 01.2022
- Managed sales data and stock inventory, boosting operational efficiency.
- Trained new pharmacy staff in procedures and customer service standards.
Education
Master of Data Science -
Monash University
Victoria, Australia02.2026
Bachelor of Commerce - Actuarial Studies
Monash University
Victoria, Australia11.2025
Skills
- Client support services
- Stakeholder communication
- Data visualisation techniques
- Excel
- Tableau Power BI
- SQL and Oracle SQL
- Python and R programming
- Statistical analysis
- Data mining
- Analytical thinking
Projects
Credit Risk Prediction System (In Progress)
- Developed an end-to-end credit risk modelling pipeline using Python, scikit-learn, and XGBoost to predict loan default probability.
- Implemented feature engineering, class imbalance handling, and model evaluation (ROC-AUC, precision/recall) with deployment via a FastAPI REST API for real-time predictions.
Life Insurance Premium Calculator
- Built an interactive actuarial premium calculator using Python, estimating life insurance premiums based on age, risk factors, and coverage parameters.
- Implemented actuarial logic and deployed the tool through a web interface for dynamic user inputs.
Milk Powder Origin Analysis (Trace Elemental Data)
- Conducted statistical analysis in R on trace elemental composition data to investigate the geographic origin of milk powder samples.
- Applied data cleaning, LOQ handling, PCA, and visualisation to identify patterns in elemental profiles.
Timeline
Customer Solutions Specialist
Insignia Financial
02.2022 - Current
Events Volunteer
Monash Indian Cultural Society (MICS)
01.2022 - 01.2024
Pharmacy Assistant and Night Manager
Chemist Warehouse
10.2019 - 01.2022
Master of Data Science -
Monash University
Bachelor of Commerce - Actuarial Studies
Monash University