Summary
Overview
Work History
Education
Skills
Career Highlights
Websites
Accomplishments
Otherexperiences
References
Timeline
Generic

Rajesh Dhungana

Summary

Data Analyst with a strong foundation in statistics, programming, and machine learning, effectively leveraging analytical skills to tackle complex challenges. Proven ability to drive impactful insights through data visualization and analysis. Demonstrated leadership in managing dynamic teams while fostering collaboration and innovation. Committed to continuous improvement and adapting to emerging technologies.

Overview

5
5
years of professional experience

Work History

Data Analyst- Industry Placement

La Trobe University
Bundoora, Australia
11.2023 - 02.2024
  • Collected and pre-processed open-sourced sports data using Python and R
  • Developed machine learning models based on the Copulas function and deep learning model in Python library for generating synthetic data
  • Fine-tuned models by evaluating the generated data quality using marginal distribution and correlation

Data Management Executive

SK Ventures Pvt Ltd
Kathmandu, Nepal
01.2021 - 02.2022
  • Used complex query and import range functions for data extraction, filtration, and transformation
  • Collected customers data using google form and analyzed using Data Studio
  • Led a team of 4 people in developing a statistical data model to identify the acquisition of feasible properties/land

Mechanical Engineer

Marriot Kathmandu
Kathmandu, Nepal
02.2019 - 04.2020
  • Facilitated the operation and maintenance of mechanical and HVAC systems
  • Record keeping of equipment performance, maintenance activities and inspection
  • Operated and inspected the data from valves and actuators in the Building Management System

Education

Master of Data Science - AI Analytics

La Trobe University
Melbourne, Australia
07.2024

IBM Data Science Certification -

Coursera
Online
06.2021

Bachelor of Mechanical Engineering -

Kathmandu University
Dhulikhel, Nepal
11.2018

Skills

  • Python
  • R
  • SQL
  • Power BI
  • Ms Excel
  • Spark
  • Google Cloud Platform
  • IBM Watson Studio
  • Git
  • GitHub
  • Analytical thinking
  • Data storytelling
  • Sentiment analysis

Career Highlights

  • Developed, evaluated, and optimized ML model for synthetic data generation, Developed machine learning and deep learning model for generating synthetic data, evaluated the data quality and key metrics using correlation similarity and probability distribution.
  • Interactive visualization of sales data using Power BI, Created a sales data model using power query, enhanced report using DAX and generated interactive dashboards in Power BI.
  • Analysis of IMDB Movies data to understand the factors that affect the profitability, Performed data extraction and cleaning, statistical analysis and correlation plot in R to analyze the variable that has greater influence on movies profit.
  • Clustering of geographical data using Machine Learning, Applied clustering on geographical data extracted using FourSquare API and selected the neighborhood with a high Indian population.

Accomplishments

  • Gained overview of Australian work culture and industrial trends by participating in 12-week Career Ready Industry Mentoring Program., Mentoring Certificate
  • Awarded with La Trobe Career Ready Silver Advantage Award., Career Ready Silver Award

Otherexperiences

  • Production Assistant, 07/01/24, Present, Costa Mushroom Farm, Mernda, VIC, Australia, Assist in harvesting the mushroom with the quality requirements., Ensure smooth operation of production floor.
  • Grill Chef, 11/01/22, 07/01/24, Okami Japanese Restaurant, Footscray, VIC, Australia, Prepared Japanese cuisine (Grill focused)., Kitchen management and cleanliness.

References

  • Alysha De Livera, Senior Lecturer, Statistics and Data Science, La Trobe University, a.delivera@latrobe.edu.au, +61-394796587
  • Andrew Govus, Senior Lecturer, Sports and Exercise Science, La Trobe University, a.govus@latrobe.edu.au, +61-394795700
  • Eugene Sachkou, Postdoctoral Researcher, La Trobe University, e.sachkou@latrobe.edu.au

Timeline

Data Analyst- Industry Placement

La Trobe University
11.2023 - 02.2024

Data Management Executive

SK Ventures Pvt Ltd
01.2021 - 02.2022

Mechanical Engineer

Marriot Kathmandu
02.2019 - 04.2020

Master of Data Science - AI Analytics

La Trobe University

IBM Data Science Certification -

Coursera

Bachelor of Mechanical Engineering -

Kathmandu University
Rajesh Dhungana