Jake Cherrie Email & Phone Number

Auckland, New Zealand

Auckland, New Zealand

(Remote) - Gold Coast, Queensland, Australia

We are working to create a seamless experience to help volunteers find the perfect opportunity to make the world a better place.- Designed the serverless recommendation algorithm infrastructure to provide real-time recommendations to volunteers.- Worked with the volunteering and marketing team to understand the user experience and refine the recommendation algorithm.

Auckland, New Zealand

Collaborated with key stakeholders across the business to drive innovation and enhance energy efficiency and climate outcomes through ML and analytics.- Built a large-scale ML pipeline on 15-minute energy data to model energy savings for the Warmer Kiwi Homes initiative across thousands of households (see case study https://www.vector.co.nz/articles/energy-efficiency-a-case-study).- Enhanced user experience by developing an interactive Streamlit web application with NeuralProphet for state-of-the-art forecasting and dynamic 'what-if' scenario analysis.- Designed the initial architecture for an enterprise-scale ML and analytics platform.Built and automated daily electricity volume forecasts by integrating near real-time MetService weather forecasts, resulting in a 22% increase in accuracy.- Forecasted work order volumes for meter installations for thousands of time series.- Developed a scenario-based forecast model for the Warkworth region to inform large-scale infrastructure upgrades and non-wire solutions.

Melbourne, Australia

I worked across a range of industries and projects; gathering requirements from stakeholders and implementing industry leading solutions.- Improved the efficiency of the Azure daily ETL by 80+%.- Development of an enterprise scale serverless ETL process.- End-to-end product development of a AWS cloud based analytics platform.- Designed an quantitative index to enable Ecommerce companies to benchmark their performance.- Development of a PoC smart energy orchestration model which indicated a conservative 13.6% reduction in costs.

Brisbane, Australia

Worked with stakeholders to conceptualise business critical problems and apply advanced analytics techniques to improve strategy and produce real impacts.- Constructed a challenger customer origination scorecard to classify applications into risk grades that reduced referrals.- Refined the banking and wealth Expected Loss Model, increasing accuracy and reducing the required economic capital.- Supervised and mentored masters students in the development of a predictive model using an ARIMA forecast of macro-economic impacts with a logistic link to determine customer level impacts.- Continually provided ad hoc analysis, oversight and commentary on key strategies and projects.

Auckland, New Zealand

Provided expert analysis of large datasets to both build predictive models and provide insight to enable effective decision-making.- Developed a customer living expenses model and worked with BI and project teams to productionise the model.- Developed interactive tableau dashboards to monitor model performance and improve stakeholder decision-making.- Conducted an investigation into the integrity of the credit modelling database and quantified all data quality issues.

35 Teed St, Newmarket, Auckland 1023

I worked on a variety of tasks including the development of analytical models and reports to provide insight and enable appropriate business procedures.- Explored a range of parametric distributions to develop a log-normal model of the portfolio loss profile. - Enabled key insights through predictive analytics and reporting.- Development of an operational reporting package to monitor and identify issues.

Contributing to the analysis of observational data and creating figures for a scientific paper, while exploring promising new applications for gravitational microlensing.

Auckland, New Zealand

Employed with the University of Auckland as a laboratory demonstrator. I explained the finer points of the subject material, while clearly answering any questions that arose. I was able to mark their lab reports quickly and constructively.

• Working in a team• Interior carpentry

Bsc (Hons), Physics And Applied Mathematics

Activities and Societies: Auckland University Students' Association, AUCKLAND UNIVERSITY SNOWSPORTS CLUB, Meat ClubApplied Mathematics.

Ncea Levels 1, 2, And 3, A Variety Of Things

Activities and Societies: Soccer TeamA variety of things

Education record