LSTM based early diagnosis of Sepsis-3
Developed a machine-learning based predicitve model for early detection of Sepsis which is a medical condition.
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Projects by Category
Big Data
Predictive Maintenance for Utlrasonic Welding
Developed a novel online tool condition monitoring system for ultrasonic welding via sensor fusion and machine learning Read more
Computer Vision
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
Control Systems
Accuracy-Centric Design & Fabrication of DELTA Parallel Manipulator
In udergrad capstone project, designed and fabricated a delta robot Read more
Data Science
Africa Soil Property Prediction and Clustering
Developed a regression model to predict soil proprties using spectroscopy data. Read more
Deep Learning
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
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
Health Care
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
Machine Learning
Human Activities Classification from sensor signals
Extracted features from sensor signals, developed a machine learning model, and tuned hyperparameter. 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
Predictive Maintenance
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
Predictive Maintenance for Utlrasonic Welding
Developed a novel online tool condition monitoring system for ultrasonic welding via sensor fusion and machine learning Read more
Robotics
Accuracy-Centric Design & Fabrication of DELTA Parallel Manipulator
In udergrad capstone project, designed and fabricated a delta robot Read more
Signal Processing
Human Activities Classification from sensor signals
Extracted features from sensor signals, developed a machine learning model, and tuned hyperparameter. 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
Software Testing
Performacne Comparison of Object Detection implementations in MATLAB and PyTorch
Profiled and compared instance segmentation neural network implementations in MATLAB and PyTorch Read more