TKJ

About Me

Teo Kai Jie

Nanyang Technological University

Computer Science

I am a 3rd year Computer Science student at NTU, and concurrently pursuing a minor in Economcs.

Interested in software engineering, the power of machine learning and the impact of data analytics.

I enjoy working on projects that harness the power of data to create useful applications through the works of software engineering.

My Work Experiences

Data Science and Analytics Intern,

Defence Science and Technology Agency, Singapore

Jan 2021 to Present

Handle and analyse data from equipment for predictive maintenance and understanding of the patters in the data.

Undergraduate Student Research Assistant,

Asian School of the Environment

Aug 2020 to Present

Shoreline detection along coastal areas around the world using the open source CoastSat library on Python.

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Data Science Intern,

Société Générale Singapore

June 2020 to August 2020

Worked on creating an email classifier programme to detect phishing emails.

My External Certifications

Natural Language Processing in TensorFlow

by deeplearning.ai

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Built NLP systems using TensorFlow, as well as process text, including tokenization and representing sentences as vectors. In addition, applied RNNs, GRUs, and LSTMs in TensorFlow on text data, and trained LSTMs on existing text for natural language generation to create original poetry.

Convolutional Neural Networks in TensorFlow

by deeplearning.ai

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Handle image data, explore strategies to prevent overfitting, including augmentation and dropout. Lastly, learn transfer learning and how features can be extracted from models

DS102: Data analytics With Python

by Hackwagon Academy

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Using Python to perform various data analytics tasks such as data cleaning and visualisation, basics of machine learning including NLP, linear regression, logistics regression for classification, and KMeans clustering. In addition, course covered on web crawling and obtaining data from the internet.