Mostafa Kamal Mallick

-To engage in end-to-end Healthcare Digitization Product starting from Prototyping to Commercialization. - To perform competitor analysis (SWOT Analysis) for the new B2B product and analyze competitive advantages. - To engage in designing dashboards with an MVP approach. - To develop a value calculator from scratch. - To analyze TAM. - Gamification to increase user engagement time.

- Data understanding and data cleaning. - Exploratory Data Analysis. - Primary focus: Data Transformation, Data Aggregation, Feature Engineering, and Feature Selection. - Implementing machine learning algorithm to predict dropout based on user engagement data.

- To perform feasibility research and design a smart wearable to acquire physiological signals in immersive training/learning process in real-time. - To analyze sensors to be used and relevant parameters to be measured for the prototype. - To propose a method to measure the effectiveness of AR/VR and immersive education platforms using physiological parameters and affective computing.

- To analyze MRI scanner usage parameters and provide better business insights to the customer. - To recognize patterns of MRI Scanner protocols to improve customer experience. - To find the most efficient protocol for respective regions of the body.