Charlene S.

Charlene S.

Senior Data Scientist

Mandaluyong , Philippines

Experience: 5 Years

Charlene

Mandaluyong , Philippines

Senior Data Scientist

29990.4 USD / Year

  • Immediate: Available

5 Years

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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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Portfolio Projects

Fastlogistics: Real-Time Video Analytics on CCTV Videos

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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Smartphone-Based Human Activity Recognition Using Sensor Fusion

Company

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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Tools

Python

Personalized Health Monitoring App

Company

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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Tools

Python

Cognitive Search for Text Documents

Company

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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Tools

Tensorflow

Urinalysis Testing App

Company

Urinalysis Testing App

Description

A mobile app to automate urinalysis testing using machine vision.

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Tools

Python
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