Anne Christopher Email & Phone Number

New Milford, Nj, Us

New Milford, Nj, Us

United States

Bonn, North Rhine-Westphalia, Germany

- Optimization Models (MILP) for Capacity Allocation - Route Optimization Models- Inventory Forecasts- Inventory Balancing using optimization (LP)- Route Prediction Model- Facilitate Data Science Trainings

Munich, Bavaria

- Help with development of new Anomaly Detection Techniques for Motor-Pump Time-Series Data.- Data Visualization (Tableau, Python), Failure Signature Analysis, Data Segmentation (GMM) of ESP Motor Data.- Build Object Oriented classes in Python as prototype for Anomaly Detection Software.- Dataset preparation (cleaning, EDA, conversion to frequency domain, PCA etc.) and implementation of Anomaly Detection techniques (exIsoF, SOM, One-class SVM etc.) to detect anomalies in MotorCurrentData.- Hold presentations on different Explainable-AI Techniques (LIME, SHAP, LRP etc).- Build ML Models (CART etc.) and use explainable AI Techniques to identify optimal parameters for Additive Manufacturing Process.- Build a user-feedback based learning prototype on R (with UI on RShiny) for pooling demands for Supply Chain Management.

Munich, Bavaria, Germany

Fast-Solvers for Batched Constrained-Optimization-Problems -Built a high-performance solver (on PyTorch with possible exploitation on GPU) based on primal-dual interior-point methods for solving numerous independent constrained quadratic/linear optimization problems in parallel-Application of the solver to determine payments in combinatorial auctions using nearest VCG payment rules for LLLLGG setting

Munich Area, Germany

- Prepare and present exercises at tutorials on topics like Statistics, Regression Models, GLMs, Association Rule Mining etc.- Answer the questions of students on online forums, help with exam invigilation and exam corrections.

Master'S Degree, Mathematics

Bachelor Of Technology - Btech, Computer Science