Johannes Brandau
Angestellt, Senior Intelligent Automation Analyst (GenAI), FedEx Express
Abschluss: Master of Science, Frankfurt University of Applied Sciences
Singapore, Singapur
Werdegang
Berufserfahrung von Johannes Brandau
Bis heute 5 Monate, seit Feb. 2024
Senior Intelligent Automation Analyst (GenAI)
FedEx Express
8 Monate, Juli 2023 - Feb. 2024
Senior Data Scientist
Workforce Optimizer
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
1 Jahr, März 2019 - Feb. 2020
Data Scientist
Nanyang Technological University, Singapore
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
6 Monate, Okt. 2018 - März 2019
Research Assistent | Machine Learning
Frankfurt University of Applied SciencesConceptualised 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
1 Jahr und 7 Monate, März 2017 - Sep. 2018
Consultant Data Science / Business Intelligence
NextLytics AGDesigned 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"
3 Jahre, Aug. 2011 - Juli 2014
Auszubildender Fachinformatiker | Systemintegration
Medatixx GmbH & Co. KG1 Jahr und 1 Monat, Aug. 2008 - Aug. 2009
Interne IT
Document Solutions Deutschland GmbH
Ausbildung von Johannes Brandau
2 Jahre und 6 Monate, Apr. 2018 - Sep. 2020
Wirtschaftsinformatik - Data Science
Frankfurt University of Applied Sciences
Data Science, Machine Learning, Deep Learning, Artifical Intelligence, Data Mining, Data Engineering
3 Jahre und 7 Monate, Aug. 2014 - Feb. 2018
Wirtschaftsinformatik
Hochschule RheinMain
3 Jahre, Aug. 2011 - Juli 2014
Fachinformatiker - Systemintegration
Friedrich Ebert Schule Wiesbaden
3 Jahre und 1 Monat, Aug. 2008 - Aug. 2011
Informationstechnik
Berufliche Schulen Untertaunus
6 Jahre und 1 Monat, Aug. 2002 - Aug. 2008
Nikolaus-August-Otto-Schule
3 Jahre und 1 Monat, Aug. 1999 - Aug. 2002
Geschwister-Grimm-Schule
Sprachen
Deutsch
Muttersprache
Englisch
Fließend