Abhishek Kumar

• Developed 3D Cargo loading algorithm to lower planning time by several hours. • Modelled the effect of Covid-19 on demand forecasting using CNN and SARIMAX, increasing accuracy up to 70%. • Analytical dashboard to monitor airport traffic. • Geospatial analytics to monitor AirAsia e-hailing services for demand and supply • Cluster identification using statistical validation and simulating different pricing strategy using agent-based simulator.

• Developed AI based physics simulator to solve non-linear differential equations. • Developed hybrid back-propagation algorithm, increasing convergence in high oscillating loss functions. • Developed a strategy to optimize and train CNN/ANN without any training data using Physics based Laws. • Developed a correlation to predict particle cutting concentration in oil well using Metaheuristic algorithm.