My academic projects have been focused on optimization of engineering systems (Energy/Process/Environmental/Supply Chain) through data analysis and process modeling.
Here's a list of the relevant academic projects :
Ideated a new database schema to organize messy temperature and humidity sensor data and developed a MySQL database by linking multiple tables using an E-R diagram
Analyzed the current electricity grid demand, supply and capacity scenario in Kenya and Developed financial cash flow models to decrease LCOE to enable better utility of grid.
Big data analysis of large scale radar data and development of forecasting algorithms for cloud droplet concentration through hyperparamter tuning.
Modeling the feasibility study of using stationary energy storage systems (especially second-use EV batteries) instead of polluting peaker plants
A web interface created to visualize carbon emissions in real time and study clean energy investments as a part of CMU's COVID-19 Environmental Impact Team.
Maximing the oil production in oil wells using an MILP formulation, solved in GAMS
Optimizing Pickup and Delivery path of travelling vehicle using exact approach and metaheuristic search algorithm using GAMS and Python
Analysis of water footprint in chemical industries and putting forth strategies to minimize water loss
Undergraduate research work on the chemistry of Perovskites and a review of its applications
Process Optimization to product functional wheat bread using Experimental design and Process Simulation
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