Johannes Brandau

Leverage advanced statistical modeling techniques and machine learning algorithms to uncover valuable insights and forecast complex temporal patterns. With a strong focus on optimizing business operations and informing strategic decision-making, I collaborate with cross-functional teams to develop innovative data-driven solutions.

Role impacted by restructuring exercise! Conceptualise and build predictive analytics models with machine learning tools to forecast the arrival of daily orders. Developing a machine learning library for productive use. Core responsibilities: - Predictive Modelling - Data Mining - Feature generation - Data-Driven Decision-Making - Data Mining - Warehouse & Logistics Optimisation - Resource Planning - Productivity Models - Data-Driven Decision-Making

Responsible for technical leadership on projects and supervision of junior colleagues. Core responsibilities: - Technical Leadership - Supervision - Predictive Modelling - Resource Planning - Data Mining - Productivity Models - Data-Driven Decision-Making

Conceptualise and build predictive analytics models with machine learning tools to forecast daily orders. Technology stacks used: sciki-learn, H20, Pandas & NumPy Core responsibilities: - Predictive Modelling - Data Mining - Warehouse & Logistics Optimisation - Resource Planning

Worked in Temasek Laboratories as part of Team PACE (Physical Analysis & Cryptography Engineering) in designing, researching and implementing new threat detection models to identify security gaps and potential side-channel attacks within mobile payments. Core responsibilities: - Deep Learning (CNN & MLP) - Artificial Intelligence - Sensitivity Analysis (using Keras & Tensorflow) - Training Models - Data Analysis - Solution Recommendation

Conceptualised and built predictive analytics models to solve complex problems across multiple industries. Technology stacks used: AWS Sagemaker, Lambda, Amazon Lex, Python, PyTorch) Core responsibilities: - Machine Learning - Predictive Modelling - Big Data Analytics Techniques - Data Mining - OCR Techniques

Designed and deployed analytics solutions on SAP to enhance operational efficiency and support client engagements, deploying Agile methods to drive entire project. Core responsibilities: - SAP Hana Analytics Solutions - Agile Methodology - Project Management - Stakeholder Management - Client Management

Tutor in den Bereichen: "Objektorientierte Softwareentwicklung" und "Algorithmen und Datenstrukturen"

Data Science, Machine Learning, Deep Learning, Artifical Intelligence, Data Mining, Data Engineering