Florian Leicher

Working in Amazon Business' Alternates and Matching Team and Approvals Teams, delivering several new projects. Introducing instant matching of customer baskets at competitor companies to Amazon's catalog; increasing matching coverage through new data sources; performing a large-scale data migration on existing approval infrastructure. Fine-tuning/retraining a unit of measure detection algorithm on the Amazon product catalog and deployed the Python algorithm as a SageMaker endpoint

Developed a Slack Chatbot integration based on Natural Language Understanding with IBM Watson to facilitate internal development processes. Development on Serverless IBM OpenWhisk in JavaScript.

Masterarbeit im Bereich Maschinelles Lernen / Autonomes Fahren. Untersuchung von Reinforcement Learning zur besseren Navigation von Verkehrsituationen (in der Verkehrssimulationssoftware SUMO) mit Python und Tensorflow / Tensorforce

Simulation von Verkehrssituationen (e.g. Fußgänger kreuzt die Straße) in C++ zur Verbesserung von Tracking Software. Weiterentwicklung und Testen verschiedener Personen Tracker für den Bereich Autonomes Fahren in Python

SQL Analyse, Posterdesigning für Geschäfsprozesse, SharePoint Konsolidierung/Migration

Working on CRM solution for one of Avantgarde's customers in Qlikview

Major: Cryptography, Machine Learning/Cognitive Systems Minor: Traffic Systems