André Brink Email & Phone Number

London, Gb

Greater London, England, United Kingdom

+ Data Platform Development: Design and development of a web-based data platform enabling employees and customers to access and visualize live and historical data from recycling plants.+ Predictive Modeling: Built models to flag anomalies, predict failures, and model temperature profiles and other systems in recycling plants.+ Database Management: Designed and implemented SQL databases and data pipelines to process and store data, making it available through the company’s data… Show more + Data Platform Development: Design and development of a web-based data platform enabling employees and customers to access and visualize live and historical data from recycling plants.+ Predictive Modeling: Built models to flag anomalies, predict failures, and model temperature profiles and other systems in recycling plants.+ Database Management: Designed and implemented SQL databases and data pipelines to process and store data, making it available through the company’s data portal.+ Cloud Solutions: Utilized Azure services for hosting applications, databases, and other code.+ CI/CD Implementation: Created continuous integration and continuous deployment pipelines for applications.+ Digital Twin Creation: Developed a 3D digital twin model of the recycling plant using Unity.+ Advanced Modeling: Worked on statistical analysis, mathematical modeling, Monte Carlo simulations, Fourier analysis, and machine learning algorithms to optimize plant control systems and provide insights on the data portal. Show less

London, England, United Kingdom

+ Housing market forecast model through statistical modeling, Monte Carlo simulations and machine learning models.+ Database design and implementations.+ Scheduled ETL pipelines.+ Development of APIs.+ Web based dashboards.+ Classification methods for lenders and borrowers.+ Web scraping for data collection and analysis.+ Classification using NLP models for handling unstructured datasets.+ Designed and improved on risk assessment model for residential development… Show more + Housing market forecast model through statistical modeling, Monte Carlo simulations and machine learning models.+ Database design and implementations.+ Scheduled ETL pipelines.+ Development of APIs.+ Web based dashboards.+ Classification methods for lenders and borrowers.+ Web scraping for data collection and analysis.+ Classification using NLP models for handling unstructured datasets.+ Designed and improved on risk assessment model for residential development and construction loans. Show less

Hangzhou, Zhejiang, China

Teaching English internationally.Upskilling in Data Science

Cape Town, South Africa

+ Modern Portfolio Theory forecasting model. Optimising asset class distributions and forecasting through Monte Carlo simulations on Stochastic Differential Equations to model the price action. Quantifying portfolio probability of survival.+ Model for calculating required monthly contributions into a portfolio to reach a desired probability of survival.+ Designed and developed a system to re-balance and distribute new funds in a portfolio.+ Developed other algorithms including… Show more + Modern Portfolio Theory forecasting model. Optimising asset class distributions and forecasting through Monte Carlo simulations on Stochastic Differential Equations to model the price action. Quantifying portfolio probability of survival.+ Model for calculating required monthly contributions into a portfolio to reach a desired probability of survival.+ Designed and developed a system to re-balance and distribute new funds in a portfolio.+ Developed other algorithms including bond/loan, net worth, and efficient debt reduction calculators, as well as a forecasting model on hypothetical portfolios. Show less

Johannesburg, South Africa

+ Mapping and documenting business processes of asset management companies.+ Designed and implemented a portfolio forecasting algorithm as a consultant at Citadel Wealth Management, leading to a full-time position at the company.+ Developed a database for trade reconciliation.+ Automated calculations including fund pricing, management fees, and performance fees.+ Built dashboards to keep track of projects.

Master Of Science - Ms, Data Science

Bachelor Of Science - Bs, Mathematics

Micromasters, Data Science