UB

Sydney · Australia

UpendraBhandari

y = mx + c — least squares, refitted live · m · residual above / below

I build models and data workflows that answer practical questions — classification, forecasting, and the cleaning and feature work that has to happen before either is worth trusting.

Open to graduate roles & internships MSc Data Science · 2027 Python · AWS

Selected work

Projects

01

Classification modelling

Supervised models that sort records into classes, built end to end: cleaning, train/test splits, feature engineering, and several algorithms compared against the same evaluation metrics.

Pythonscikit-learn pandasNumPy
02

Forecasting & predictive analytics

Statistical models fitted to historical series to project what comes next, with trend and seasonality handled explicitly and accuracy measured against a held-out period.

PythonStatisticsTime series
03

Exploratory analysis & visualisation

Working through unfamiliar datasets to find the distributions, outliers and relationships that matter, then turning them into figures a non-technical reader can act on.

pandasMatplotlibJupyter
STORE CLEAN MODEL OUT
04

Cloud analytics workflow

An analytics pipeline deployed on AWS, moving data from storage through processing to output so the analysis runs on a schedule instead of by hand.

AWSData engineeringPython

Code lives on github.com/Upendra-B.

Toolkit

Skills

Languages & libraries

Python, pandas, NumPy, scikit-learn, Matplotlib, Jupyter Notebook

Machine learning

Classification, forecasting, predictive analytics, statistical modelling, model evaluation

Analysis

Exploratory data analysis, feature engineering, data cleaning, data visualisation

Cloud & engineering

Amazon Web Services (AWS), cloud-based data engineering, deploying analytics workflows

Security

Information security and cybersecurity fundamentals from undergraduate study

Working style

Cross-team communication, safety and compliance procedure, quality inspection, detail accuracy

Study & work, to scale

Four years of both at once

Study Work
Bachelor of Technology — IT / Cybersecurity Kent Institute Australia · Jul 2022 – May 2025
Internal Safety & Yard Operations Amazon Fulfilment Centre · Oct 2022 – present
Master of Data Science Charles Darwin University · Jul 2025 – Jun 2027
2022 2023 2024 2025 2026 2027 2028

What the Amazon role involves

  • Manage trailer movements and loading dock operations under transportation yard procedures
  • Run transportation safety inspections before every loading and unloading activity
  • Coordinate drivers, forklift operators and gatehouse staff by radio in real time
  • Inspect returned electronic devices and verify functionality to support inventory recovery

Get in touch

Contact