Data scientist with an interest in machine-learning, developing cool visualisations and writing robust code.
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Data ScientistCommonwealth BankSydney, Nsw, Au -
Senior Data ScientistMantel Group Oct 2024 - PresentSydney, New South Wales, Australia -
Data ScientistMantel Group Jan 2023 - Oct 2024Sydney, New South Wales, Australia -
Senior Data ScientistHarmonic Analytics Limited Aug 2022 - Dec 2022Sydney, New South Wales, AustraliaConsulted for both private and public organisations across a wide range of data-related problems including:• Building a customer propensity model using semi-supervised learning• Creating a city-wide water consumption forecast • Using machine learning to automatically assign owners to electricity-network alarms• Developing a public facing Power BI dashboard for the NZ Banking Ombudsman• Researching a proof-of-concept image recognition model for automatically identifying sewer faults• Forecasting hospital demand based on future cases of illnesses to assist with healthcare planning• Optimising battery charging schedules based on grid demand and solar panel activity -
Data ScientistHarmonic Analytics Limited Mar 2021 - Aug 2022Auckland, New Zealand -
Data Science InternHarmonic Analytics Limited Nov 2020 - Mar 2021Auckland, New Zealand -
Undergraduate Teaching AssistantThe University Of Auckland Jul 2019 - Oct 2020Auckland, New ZealandTutored students as part of weekly lab sessions for ENGGEN 131 (Introduction to Engineering Computation and Software Development) and ENGSCI 111 and ENGSCI 211 clinics (Mathematical Modelling). Performed assignment marking for ENGSCI 311 (Mathematical Modelling). -
Data Science InternMelodics Limited Nov 2019 - Feb 2020Auckland, New ZealandCreated machine learning models to predict customer subscription churn. Performed exploratory analysis into user behaviour and developed visualisations to generate business insights. Researched ways to automate user progression tracking and lesson difficulty. -
Summer Research AssistantThe University Of Auckland Nov 2018 - Mar 2019Auckland, New ZealandDeveloped a Python-based 2D electrostatic particle-in-cell plasma simulation code. Built with the eventual purpose of analysing a small electrothermal plasma thruster under development at the Australian National University. Runner-up at the Faculty of Engineering's Summer Scholarship poster competition.
Arvin Lim Skills
Arvin Lim Education Details
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8.8 Gpa -
Pakuranga CollegeNcea Level 3 With Excellence
Frequently Asked Questions about Arvin Lim
What company does Arvin Lim work for?
Arvin Lim works for Commonwealth Bank
What is Arvin Lim's role at the current company?
Arvin Lim's current role is Data Scientist.
What schools did Arvin Lim attend?
Arvin Lim attended The University Of Auckland, Pakuranga College.
What skills is Arvin Lim known for?
Arvin Lim has skills like Continuum Mechanics, Programming, Data Analysis, Mathematics, Python, Matlab, R, Visual Basic For Applications, C, Applied Mechanics, Microsoft Excel, Latex.
Who are Arvin Lim's colleagues?
Arvin Lim's colleagues are Courtney Griffin, Tom Wilton, Bishwa Chakravartee, Brian Mok, Annalise Tuck, Bek Leary, Maria Fernanda De Moraes Ferreira.
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