Maryam Bahrami

- Developing algorithms, programs, documents, tests - Machine Learning Pipeline Architecture Deployment (Python, C++ and Qt) - Optimizing software, scripts or algorithms - Implementing customer-related solutions in close cooperation with the product manager - Programming scripts for new product and services - Analyzing and evaluating measurement data

- Selecting features and forecasting demands using machine learning techniques - Developing algorithm for supply chain management concepts to make it automatic - Processing, cleansing, and verifying the integrity of data used for analysis - Presenting demo cases for developed algorithms and ideas

- Develop Constrained Optimization for Gradient Boosting Models CURRICULUM VITA - Patent Algorithm in German Patent Office - Develop Safe Classification algorithm with Gradient Boosted Trees - Write a Python Library for Constrained Optimization of Gradient Boosting - Apply Constrained Optimization of Neural Networks (CNN and LSTM)

- Develop an algorithm for Safe Bayesian Optimization with Local Gaussian Process - Accelerate SafeOpt for online learning - Write Python OOP Code to create internal toolbox - Work Table soccer robot with Reinforcement Learning