Accuracy-Centric Design & Fabrication of DELTA Parallel Manipulator
In udergrad capstone project, designed and fabricated a delta robot Read more
Portfolio
Human Activities Classification from sensor signals
Extracted features from sensor signals, developed a machine learning model, and tuned hyperparameter. Read more
Human Activity Recognition from videos
Trained deep learning models for classifying human activity from a video. Read more
Image Captioning using Convolutional Neural Networks
Re-implemented an existing paper and tuned hyper-parameters to improve score metrics. Read more
Performacne Comparison of Object Detection implementations in MATLAB and PyTorch
Profiled and compared instance segmentation neural network implementations in MATLAB and PyTorch Read more
Portfolio item number 2
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Remaining Useful Life Estimation using Convolutional Neural Network
Published a MATLAB doc article about using deep learning approach for predictive maintenance of industrial machinary Read more
LSTM based early diagnosis of Sepsis-3
Developed a machine-learning based predicitve model for early detection of Sepsis which is a medical condition. Read more
Africa Soil Property Prediction and Clustering
Developed a regression model to predict soil proprties using spectroscopy data. Read more
Predictive Maintenance for Utlrasonic Welding
Developed a novel online tool condition monitoring system for ultrasonic welding via sensor fusion and machine learning Read more