Uni Internship Jan to May 2025 - Model Development on Healthcare Textual Information through NLP

Synapxe is the national HealthTech agency inspiring tomorrow’s health. The nexus of HealthTech, we connect people and systems to power a healthier Singapore. Together with partners, we create intelligent technological solutions to improve the health of millions of people every day, everywhere.
 
Are you someone who enjoys problem solving, has a creative and curious mind, and strives to create a better and healthier tomorrow? If you say yes to all, do check out our website and find out more about Internship@Synapxe.
 
Join Synapxe as an intern and see how you can contribute in powering a healthier Singapore. We aim to deliver the best experience for all interns, to create exponential growth and paving your future in the tech industry.

The aim of the project is to explore and retrain deep learning and cutting-edge technology in NLP related algorithms, such as word embedding, search retrieval, BERT models, and large language models (LLMs) for retrieval augmented generation, information detection and topic modelling in healthcare related texts.

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 selected intern will participate in exploring and retraining Natural Language Processing (NLP) algorithms and Large Language Models (LLMs) for healthcare text processing and information retrieval.

Some of the responsibilities include but not limited to:

- Applying text processing and data exploration techniques

- Implementing prompt engineering and fine-tuning of LLMs

- Developing end-to-end pipelines for healthcare-specific NLP tasks

About you:

• Be pursuing a Bachelor Degree in Business Analytics, Computer Science or related discipline
• Graduating in May/Dec 2025 or May 2026
• Strong coding skills in Python programming language.
• A keen interest in deep learning algorithms
• Experience with deep learning frameworks (TensorFlow, PyTorch)
• Familiarity with Git and GitHub
• Ability to multitask and work effectively as part of a multidisciplinary team
• Passionate and keen to make a difference to re-imagine the future of HealthTech

The intern's work location will be at 1 Maritime Square #12-01 Harbourfront Centre Singapore 099253.

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