Projects
Maximizing Wind Energy Capture: CFD-Driven Design & Performance Optimization of Blade Design using Ansys, Designed sleek turbine blade in SolidWorks, considering factors like airfoil shape & material properties. Used Ansys Fluent to simulate airflow behavior around the blade, visualizing pressure & velocity contours. Extracted critical forces and moments to calculate power output., 02/2024 MATLAB-Based Heat Treatment Cost Reduction for Improved Excavation Gear Production, Identified ideal alloying material & heat treatment combination for excavation gear, targeting Time, Temp., Pressure (TTP) optimization. Leveraged MATLAB to process experimental data, calculating & generating a TTP-Cost 3D graph plot. Pinpointed optimal TTP combo, for cost-effective gear production., 11/2023 Debugging & Optimizing Python Code of a RL-Based Autonomous Path Following Driving Agent, Trained & validated a multi-layer neural network, fine-tuning trainable & hyper parameters for optimal performance. Implemented loss optimization using stochastic gradient descent & backpropagation to enhance model accuracy. Implemented a CNN architecture with pooling layers to reduce model complexity and boost predictive performance., 04/2022 Parametric Design and Modelling of Helicopter in SolidWorks, Designed a Revolution Mini 500 single-manned helicopter in SolidWorks. More than 30 hours of designing, incorporating roughly 100 sub-parts. Use of 25 features, including at least 5 advanced mates. Rendered & animated 3D model with Realview Graphics in SolidWorks Visualize., 11/2021