May to Oct/Dec 2023 Uni internship - Natural Language Processing (NLP) modelling and visualization

Are you someone who enjoys problem solving, has a curious mind and more importantly, keen to make a difference in the future of HealthTech?
If so, apply for internship @IHiS.

Check out our IHiS video to learn more about us and our environment where you can bring your ideas to life: https://youtu.be/tRFi5i6Dwiw

Join us, and #ExperienceHealthTech today for a healthier SG tomorrow!

Unstructured information represents the vast majority of data available, and natural language processing becomes an important field in data science, to automatically handle text and derive meaning from human languages.
The aim of the project is to explore and retrain deep learning and cutting-edge technology in NLP related algorithms, such as word embedding, and BERT models, to predict drug adverse reactions from clinical notes and textual information.

- You will learn and explore NLP processing, analysis, model retaining and/or other aspects of algorithm development, such as Named Entity Recognition (NER), relation extraction, etc.
- The model developed would potentially be integrated to an AI application used by stakeholders.
- You will also learn to work with stakeholders to translate business problems into data science projects, and develop strategies to identify, acquire and use appropriate data sets to develop practical solutions and support decision making.

Learning outcome:

The intern will learn data preparation, descriptive data analytics, natural language processing and deep learning model development. 
The intern may be exposed to a variety of data management systems, such as RDBMS, NoSQL (Elasticsearch), graph database etc, The intern may also be exposed to cloud computing services, such as AWS, for model development. 

This internship will be at 1 Maritime Square #12-01 Harbourfront Centre Singapore 099253

Requirements:

• Be pursuing a Bachelor Degree in Computer Engineering, Computer Science, Business Analytics, Data Analytics, Information Systems or related discipline
• Be graduating in May/December 2024 or May 2025
• Strong in SQL and Python language for data processing and model development.
• Knowledge in API integration, Spring Boot and Java is a plus, but not required.
• Good team player with strong communication skills with project teams, stakeholders, contractors including both technical and non-technical personnel
• Passionate about IHiS and keen to make a difference and reimagine the future of HealthTech