Large, Pre-trained Language Models has revolutionized machine learning especially in naturual language processing (NLP). Building on over 10 year experience in NLP, I work with my clients to select, adapt and fine tune language models for specific R&D domains.
Develop relevant use cases based on GPT-3, a commerical lanague model service. Perform prompt engineering and fine tuning.
Leverage Hugging Face model / dataset libraries, APIs, and infrastructure to make use of public language models.
Use the SpaCy library and the associated ecosystem for rapid development of NLP models.
Use of AWS SageMaker machine learning platform to quickly prototype, develop, deploy and manage NLP models for Ramp;D tasks.