Durapower Technology (Singapore) Pte Ltd – Machine Learning Intern

Responsibilities

• Development and implementation of machine learning algorithm, design and run of experiments, data gathering and interpretation from various data sources
• Layout design of cloud data in the existing platform
• Responsible for data cleaning, including but not limited to evaluating data reliability (data continuity, physical rationality), identifying and screening invalid data, completing data warehousing, and writing data quality report, etc.
• Collaborate within an Agile software development environment
• Research, prototype and evaluate potential ML models/techniques to provide insights and support research activities
• Assist in ad-hoc analytics tasks

Requirements:

• Student from Bachelor/Master degree in Engineering (Computer Science) or relevant study
• Familiar with development tools like Python, NumPy/Pandas, Scikit-learn, deep-learning framework (Tensorflow, Keras, PyTorch, etc.)
• Strong foundations in machine learning and familiar with common machine learning models (linear regression, SVM, GBDT/XGBoost/LightGBM, etc.), and basic deep-learning models (CNN, RNN/LSTM, etc.)
• Good coding practices, ability to write efficient, readable and error free code.
• Experience with working on large data sets in a distributed computing environment is a plus
• Embedded programing on micro controllers or FPGAs is a plus
• Be enthusiastic and able to collaborate in a team environment.
• Dedication and flexibility