Prem Oommen
Data Scientist
Melbourne,Australia
Summary
A driven and ambitious Data Scientist with about an year of experience in working on various data science projects following CRISP-DM principles. I have knowledge in data warehousing, process validation, visualization and business needs analysis. Proven ability to understand customer requirements and translate it into actionable project plans. Passionate about AI and machine learning and has a solid understanding of the underlying mathematics behind machine learning. Have proven experience in leading and coaching team mates while working at Kmart and while interning at Deakin Launchpad. I wish to work in a fast-paced data-driven environment and be a part of an amazing set of professionals, develop creative solutions to business problems and be the best I can be. Feel free to check out my Medium and Tableau profiles for some of my projects.
Overview
1
1
Certification
6
6
years of post-secondary education
4
4
years of professional experience
Work History
Team Member
Kmart, Richmond
Melbourne, Victoria
10.2018 - Current
- Has lead a team of 10 in decanting and sequencing stocks.
- During the lockdown assisted in the store's migration to online business by instructing junior team members on protocols and procedures of each station to maximize contributions.
Content Writer
thedataoracle.medium.com
06.2020 - Current
- Utilized exceptional writing, editing and proofreading skills to produce engaging and error-free content to share my knowledge and insight from my projects.
Research Assistant
Deakin University
Melbourne, Victoria
01.2021 - Current
- Evaluated potential subject participants to assess technology acceptance.
- Conducted literature reviews and provided summary reports.
Data Analyst Intern - Virtual Internship
KPMG
Melbourne, Victoria
10.2020 - 01.2021
- Identified, analyzed and interpreted trends or patterns in complex customer data by finding correlations and visualizing with charts.
- Assessed data cleanliness and reported measures to ensure data quality during data collection.
- Structured a data analysis plan based on CRISP-DM.
- Created an interactive dashboard using PowerBI.
Data Science Intern
Deakin Launchpad. Https://deakin-launchpad.com/
Melbourne, Victoria
02.2020 - 06.2020
- Managed a team of 3 by running SCRUM and collaborated with senior personnel to define and meet data modelling standards for deep dive projects.
- Assisted in building and testing a Web App to compare Deep Learning models built on the capture-the-flag Pacman game developed by the UC Berkley.
Education
Master of Data Analytics - Information Technology
07.2018 - 07.2020
- Graduated with 7.5 GPA
- Statistical Modelling & Analysis - Regression, Clustering, Random Forests, Ensemble and Principal Component Analysis
- Parameter estimation - Confidence Intervals and Hypothesis Testing, ANOVA and Chi-square tests
- Case studies: Statistical analysis of 2012 US presidential election results | Brooklyn housing price estimation and model interpretation | Modelling ER demands during heat waves using R | Restaurant recommendation system based on Zomato Dataset using RapidMiner.
- Thesis: Facial Emotion Recognition using Autoencoder- LSTM neural architecture.
Bachelor of Technology - Mechanical Engineering
06.2013 - 05.2017
- Graduated with 8.4 GPA
- Structural engineering, Design and modelling - CAD.
- Mechanics - Solids & Fluids. Thermodynamics & Thermal Engineering.
Skills
Machine Learning
undefinedWork Availability
monday
tuesday
wednesday
thursday
friday
saturday
sunday
morning
afternoon
evening
swipe to browse
Certification
Deep Learning Specialization - coursera.org
Timeline
Research Assistant - Deakin University
01.2021 - Current
Data Analyst Intern - Virtual Internship - KPMG
10.2020 - 01.2021
Content Writer - thedataoracle.medium.com
06.2020 - Current
Data Science Intern - Deakin Launchpad. Https://deakin-launchpad.com/
02.2020 - 06.2020
Team Member - Kmart, Richmond
10.2018 - Current
Deakin University - Master of Data Analytics, Information Technology
07.2018 - 07.2020
University Of Kerala - Bachelor of Technology, Mechanical Engineering
06.2013 - 05.2017
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