Mehak Aftab

- AI development for the vehicle's Battery Health Management System. - Data Preparation for ML Model Development, via Data Cleaning, Feature Engineering, Feature Selection and Principle Component Analysis. - ML Model Selection using Hyperparameter Tuning. - Training, Testing, and Inference of ML models (Random Forest and Neural Networks) for Fluid Conveying System. - Error correction in the sensors data of an oil pump fleet via solving Optimization Problem.

- Conducting Web Seminars and Orientation Events. - Student Consultation. - Collaboration with On-Campus Societies.

- Modelling and simulation of dynamic sorting machine - Development of dynamic models in Matlab/Simulink and Dymola - Assistance in documentation and formatting

Master Project: Digital Tools for Strategic Product Planning. -Data Manipulation and Transformation with Pandas, Numpy and Sklearn. -Data Visualization with Seaborn, Matplotlib, and Plotly. -Machine Learning Classifiers e.g. Support Vector Machines, k Nearest Neighbor, and Decision Tree with Sklearn. -Cluster Analysis via K-Means and Hierarchical Algorithms.

Software Development, VLSI Testing, Image Processing, Advanced Control, Modelling and Simulation, and renewable energy

Network Security, Wireless Communication, Optical Communication, Object Oriented Programming, Operating Systems.