Hima Rohini Mallina
Analytics | Fintech | Business
About Me
Hello, I'm HimaI work with data to understand what’s really going on behind the numbers and to help teams make better decisions. Over the past 4+ years, I’ve worked across tech, fintech, HR and education, using data, machine learning and AI to solve practical business problems and improve how things work.I use tools like Python, SQL, Power BI, SAS Viya and many more to handle data, built models, spot patterns, and present insights in a way that makes sense to non-technical people. My experience includes business intelligence, data warehousing, automation, sentiment analysis, and mapping complex systems basically anything to do with analytics.I’ve gained professional experience and work ethic at places like Walmart Global Tech and UNSW, where I worked closely with stakeholders, researchers and business teams. I enjoy fast-moving environments and figuring things out when there isn’t a clear answer yet.Right now I'm building on cloud analytics skills however, on weekends, you’ll usually find me at the beach or Sydney markets away from screen time for some fresh air!
Personal Projects
Data Engineering
Data engineering pipeline, ETL, Data validation, volatility-driven portfolio construction
Tools : Python Pandas, NumPy, ETL (Extract, Transform, Load), Sys, Util (custom utilities module)
Machine Learning model for Cost Prediction
Cost Prediction: End-to-end model development, exploratory data analysis (EDA), feature engineering, hyperparameter tuning, and deriving insights for premium pricing decisions.
Tools : Python NumPy, Pandas, Scikit-learn, Matplot.
Supply Allocation and Growth Strategy
Data Warehousing, IT Infrastructure, Entity Relationship Diagram (ERD), SQL-based Business Analysis, Star Schema
Tools: PROC SQL, SAS Enterprise Guide (EG), OpenRefine
Affordability and Demand planning
Generated using Seaborn
Housing Analysis: Affordability, Location, Accessibility and best suburbs recommendations
Tools : Python Pandas, Matplotlib, Seaborn, Tabulate, Colab, Jupyter Notebook
Additional Projects
Power Bi: Revenue & Retention Strategy
Annual Performance: Customer Segmentation, Revenue Trends, Channel Effectiveness, Retention & Marketing Strategies
Tools : Power Bi , DAX (Data Analysis Expressions), Power Query
Microsoft Excel Analytics
Built an Excel-based analytics project so non-technical stakeholders could easily understand and explore insights, to make quick decisions without needing advanced technical skills/tools.
Tools : Advanced Excel (Pivot Tables), SAS Viya (Sentiment Analysis, Text Parsing, Custom Concepts, Categories, Regex), NLTK, and Langdetect (Language Detection)
Customer Insight & Experience Analysis
Sentiment Analytics: 6,000+ Amazon Reviews, SAS Visual Text Analytics, Customer Satisfaction & Brand Insights
Tools : Sas Viya NLP, topic modelling, text mining, sentiment analysis
Stakeholder Projects (Private)
Client - Arc Wellness
Client - UNSW Finance Dept.
Client - Joy of Giving
Client - Arc
Client - Career Accelerator
Work Experience
I’ve had the privilege of contributing to renowned organizations whose values and standards have played a key role in shaping my work ethic and professional outlook.
Let's connect
Interested in collaborating or have feedback on my portfolio? I’d love to hear from you! Whether you have recommendations, opportunities, or just want to send a kind message, let’s connect.
HIMA MALLINA