Take a look through my recents projects and all the skills I have garnered over the years. With each project I try to learn something and solve interesting problems. I have gathered certain hard skills through my degree and self-learning.
Smart Metrology Machine
Designed a custom LabVIEW software to process data from ultra-precise encoders, reduced garbage by 40 times, receiving 100 values per second. Engineered a Bridge-type CMM with 2x2x2 cubic feet volume and sub-10-micron accuracy.
TSLA Price Prediction
Developed a time series prediction model using Facebook Prophet to forecast stock trends for the next 30 days predicting fall or rise of the stock. Automated process to analyze and predict stock trends, reducing 70% of coding time.
Visualizing Filters of a Convolutional NN
Utilized VGG16 model (a popular CNN), to visualize various filters from different layers of CNN. Achieved this using gradient ascent to visualize images that trigger the highest activation in specific filters, offering insights into the model's learning process.
Engineering Simulation Projects Using SimScale
Undertook different simulation problems dealing with FEA and CFD, from mesh convergence and dynamic analysis to visualizing streamline arcross a spoler and pressure distribution in a centrifugal pump. Using SimScale's most beneficial service provided.