About Me
Experienced Data Scientist with five years of academe and industry experience in Data Science who specializes in Deep Learning and has worked on multiple projects involving Computer Vision, Natural Language Processing, and IoT.
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Web Development
Data & Analytics
Programming Language
Software Engineering
Database
Others
Positions
Portfolio Projects
Company
Fastlogistics: Real-Time Video Analytics on CCTV Videos
Description
In this project, input video streams from warehouse CCTV cameras are processed to provide real-time notifications and alerts. It involves detection and tracking of multiple objects and several other use cases such as obstruction detection, detection of violations, to streamline work process and ensure safety.
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Python TensorFlow OpenCV Machine LearningCompany
Smartphone-Based Human Activity Recognition Using Sensor Fusion
Description
Using inertial sensors (accelerometer, gyroscope, and magnetometer) embedded in smartphones, the goal of the project is to identify the current physical activity of an individual. The objective is to use a less obtrusive and more pervasive approach unlike video-based and wearable sensor-based technologies for the same use case. The application extends to Ambient-Assisted Living (AAL) for the elderly, where a mobile app is capable of detecting sudden falls and notify emergency-response teams promptly.
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Python TensorFlow Android Deep Learning Artificial Intelligence Artificial Neural Networks Java (All Versions)Tools
PythonCompany
Personalized Health Monitoring App
Description
This project is for a health-monitoring app by a start up company in Asia. The app seeks to personalize the users' emotional, mental, and physical needs by monitoring food intake, provide coaching from actual psychologists and tracking health goals.
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Python Fastai TensorFlow Keras OpenCV Google Cloud Natural Language Processing Artificial Neural Networks Deep Learning Artificial IntelligenceTools
PythonCompany
Cognitive Search for Text Documents
Description
Application of machine learning and deep learning techniques to perform Natural Language Processing tasks such as Text Classification, Text Summarization and Topic Modelling.
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TensorflowCompany
Urinalysis Testing App
Tools
Python