Mariam Naeem Email & Phone Number

Hanau Am Main, Hesse, Germany

Munich, Bavaria, Germany

- Conduct workshops for AI Engineers at Digital Product School (DPS).- Provide support to DPS teams for ideation and fast prototyping of AI solutions.

Munich, Bavaria, Germany

- Development of machine learning products in an interdisciplinary product team.- Identify AI potentials for a given business challenge and prioritize use cases.- Gather and pre-process data, perform exploratory data analysis, and share insights.- Design, implementation, and evaluation of machine learning models.- Deployment and maintenance of models in the cloud.- Monitoring and optimization of key performance indicators (KPIs).

Abstatt, Baden-Württemberg, Germany

Thesis Topic: Time Series Generative Adversarial Networks for Wet Road Detection- Synthesis of multivariate time-series data using Recurrent Neural Network (RNN) based Generative Adversarial Networks (GANs).- Developed a machine model to predict the condition of the road (wet, icy, snowy) in real-time based on spatial-temporal data.

Germany

Developed a digital bike bell using AI to generate real-time notifications for car drivers.As an AI Engineer, I worked on the following: - Proposed Artificial Intelligence (AI) solutions relevant to the problem space (5G and V2X connectivity).- Set up data pipeline and supported early launch of data-driven features. - Contributed to engineering, planning, and validating technical feasibility.- Built and deployed a machine learning (ML) model and facilitated the launch of a minimal viable product (MVP).- Improved ML model based on user testing/user feedback.

Pakistan

- Served as a liaison between the corporate customers and the bank—supported customers in availing credit lines, trade lines, and other services according to their requirements.- Assessed the credit risk of the corporates based on the financial performance and market analysis.

Master Of Science - M.Sc., Digital Engineering

Bachelor Of Engineering - Be, Mechatronics