Position Summary
1. Develop and implement algorithms and data for performing complex tasks, such as learning, reasoning, and decision-making based on knowledge.Role and Responsibilities
1. [Natural Language Processing] Understand and stay updated on the latest trends and research findings in the field of NLP, while also conducting the development of cutting-edge technologies, models, and algorithms. 2. [Statistical analysis and machine learning] Conduct the development of advanced statistical techniques and the latest machine learning algorithms. 3. [Knowledge Graph] Proceed with the construction of knowledge graphs that can perform knowledge integration, inference, and query processing at an advanced level. 4. [Algorithmic inference] Develop an advanced inference algorithms, which is based on probabilistic reasoning and Bayesian modeling. 5. [Data Mining] Carry out the development of advanced data mining techniques in order to build complex data analysis and prediction models. 6. [Programming and Software development] Conduct the design and development of a large-scale software using various programming languages.Skills and Qualifications
Role and Responsibilities
- Development of Health Insight framework (HIF) for Gen AI Health Y2024 Project.
- LLM Evaluation metrics development
- Health Vector DB development
- RAG pipeline optimization for HIF
- Communicating with SRA team for current status, and technical blockers
- Productization of HIF in Samsung Health application
- Research and publications on Project related technologies
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