Peter Jaumann

Background

About Peter Jaumann

Visionary, leading and enthusiastic 'ground breaker' executive; very focused and results-driven team management and strong biculturally-rooted leadership with an eye for the overall, big picture yet impeccable proclivity for the technical details and technical excellence; always on the innovative and creative edge; first-order business and technical problem solver; no nonsense approach EXPERTISE: Analytical thought leadership; data science/ML/AI strategy journey; org structuring for DS around people, process, technology, data and culture. Big data; customer-centric advanced/predictive analytics; machine learning algorithms, deep learning and AI; retail analytics; data management; strong hi-tech B2B and B2C knowledge NEW ANALYTIC PRODUCT DEVELOPMENT: 4 Pending patents with the US-PTO 'KaufPac' and Intelligent Cube (IC): A next-generation, innovative customer analytics package comprising a. time-purchasing vector analyses, b. purchase pattern associations (static and sequential), c. next-logical purchase predictions, d. customer analogues / similarities, and e. data insight modules. Results indicate high prediction fidelity "StreakPac": A derivative of 'KaufPac' adapted to the sports world. Makes use of winning/loosing streaks over time.'FuzzyMatch': An iterative fuzzy-logic algorithm aimed at matching customer as well as product names, de-duping, ad-hoc cleaning and attribution tasks. Makes extensive use of similarity/distance metrics, shortest common strings (via a binary search method), accurracy/confidence metric calculations as well as a variety of other adaptations such as extensive cleaning/parsing and working on different customer hierarchy levels.