Master of Business Analytics
Macquarie University, Sydney
Dec 2024
Based in
Sydney, Australia
[willing to relocate]
Domain
Data, AI and Analytics
Data · AI · Analytics
Data and analytics professional: telecommunications, healthcare and consulting
Tools of expertise
Five capability groups, claimed at depth.
Curated rather than a flat tool list; each group is grounded in delivered work.
01
Microsoft BI and Fabric
- Power BI
- Microsoft Fabric
- DAX and semantic models
- KPI and dashboard design for non-technical users
- Power BI REST API (working knowledge)
- Tableau
- Advanced Excel and VBA
02
Azure and GenAI / LLM
- Azure OpenAI
- OpenAI APIs
- RAG pipeline design
- Document chunking and embeddings
- Vector search and retrieval tuning
- Prompt engineering
- LangGraph multi-agent orchestration
- Google Workspace APIs
- Usage analytics and feedback logging
03
Python, ML and Deep Learning
- Python
- PyTorch
- TensorFlow
- scikit-learn (clustering, K-means)
- OpenCV
- Model evaluation (AUC-ROC, F1, FID)
- Grad-CAM interpretability
- NCI and GADI HPC
- Bash and Linux
04
SQL, Cloud Warehousing and Data Engineering
- SQL
- Data modelling
- Data warehousing
- Snowflake (including Snowpark)
- Azure Synapse
- Amazon Redshift (evaluated)
- ETL and ELT
- Salesforce data integration
- Git
- Pydantic
- pytest
05
Business Analysis and Delivery
- BABOK-aligned techniques (working knowledge)
- Requirements elicitation
- Workshop facilitation
- Current and future-state process mapping
- Functional and non-functional requirements
- UAT support
- Agile, Scrum and hybrid delivery
Experience
Five years across telco, healthcare and consulting.
Named Australian employers and institutions front and centre.
Feb 2024 - Jul 2024
Data Analysis and Research Assistant
Australian Institute of Health Innovation · Sydney, Australia
Details | AchievementsApr 2019 - Feb 2021
Associate Data Analyst
ProLearn Solutions LLP · Noida, India
Details | Achievements Education
Postgraduate analytics, grounded in economics.
Bachelor of Arts, Economics
University of Delhi, New Delhi
May 2019
Postgraduate analytics foundation
Master of Business Analytics, Macquarie University
Across the Master of Business Analytics, completed a series of applied analytics projects spanning predictive modelling (including sales forecasting), customer segmentation and statistical analysis applied to business problems such as customer retention, market-trend identification and process optimisation. Each piece paired the technical method with a plain-English summary written for non-technical decision-makers.
Certifications
Recognised, verifiable credentials.
Google Data Analytics Professional Certificate
Google · Jan 2022
ID: XDE4XZ8FRN6G
Data Analytics Job Simulation
Deloitte · Mar 2025
ID: AdLA2stQyaL42xv8u
Advanced Excel
Nucleus Computers Ltd · Jan 2020
ID: TECH/012182
Introduction to Psychology
Yale University · Mar 2020
ID: RUWGZDN8A46R
Selected work
Featured projects.
A cross-section of analytics, BI and applied AI work. Browse all by theme or by stack.
Technical · AI / ML Featured
Vergence: Automated Data Quality and Reconciliation Pipeline
A controls-first pipeline that measures where two independent sources disagree, with one language-model step held behind a human approval gate.
7 controls registered, 7 run
9 exceptions traced to 5 planted defects19 columns resolved from the registry on the second run, zero model callsByte-identical exception register across three mapping paths16 tests, all passing
View project
Technical · AI / ML Featured
Agentic AI Workflow for Scalable Document Generation
A nine-agent LangGraph orchestration that generates tailored application documents with a hard truthfulness constraint.
50% lower estimated per-row cost
Batch time cut from 37 hours to under 8 hours for 200 applications9 agents across 12 modules
View project
Analytics · BI Featured
Mental Health Disparity Analytics
A Power BI dashboard for NSW Health on mental-health inequities in Aboriginal and Torres Strait Islander communities.
Unified fragmented government, survey and public-health datasets
Surfaced regions with the highest service gaps
View project
Analytics · BI Featured
Cloud Data Platform Evaluation
A comparative evaluation of Snowflake, Azure Synapse and Amazon Redshift on a multi-year sales dataset.
8-dimension scoring matrix
4 years of sales data98% faster integration on Snowflake vs Redshift40% lower query latency on Synapse serverless3x faster model training via Snowpark
View project