Data Science and AI Intern
Summary
Internship at SBS Transit (Singapore's bus/rail operator) training and deploying ML/AI/data-science models for NLP, computer vision, and anomaly detection on time-series data using Python (pandas, numpy, scikit-learn, PyTorch); also builds data-processing pipelines and HTML5/React.js dashboards with KPI tracking for business units.
Train and deploy Machine Learning (ML), Artificial Intelligence (AI) and/or Data Science models on selected problems including Natural Language, Computer Vision, unsupervised anomaly detection on sequential or time series data using Python libraries.
Develop and deploy workflows or scripts to process data from its raw form into its context specific format suitable for consumption by Business Units, including KPI tracking and use within dashboards.
Design, develop and deploy front-end dashboards using HTML5, React.js or other suitable libraries.
Perform exploratory data analysis to understand issues with the data and how to mitigate these issues.
Document work done for future enhancements and business continuity.
Requirements:
Currently pursuing a Bachelors or Masters in Computer Science, Mathematics, Applied Mathematics, Statistics, Engineering or related fields.
Familiarity with Python syntax and libraries including pandas, numpy, scikit-learn, pytorch etc.
Familiarity with HTML5, Javascript, API calls etc.
Driven and able to work independently.
Attention to detail and accuracy in data processing and reporting.
Effective communication skills to present technical information to diverse stakeholders.