Saleh Alkhalifa

About Saleh Alkhalifa

I am a Boston-based technical leader with over 10+ years of industry experience in data…

Experience

1. Senior Manager of Data Science Otds Advanced Analytics

   Amgen

   Aug 2022 — Present

   Led a team of 3 data scientists which contributed to the development of novel deep learning and NLP models to translate unstructured data to useful strategic insights for the OT & DS business unit. • Developed roadmaps, set goals and defined metrics for the group to set our strategy and vision and align with Amgen operational goals while promoting collaboration, respect and inclusion. • Designed and developed a full AI-Agent framework in conjunction with OpenAI’s GPT-3.5 and GPT4.0 to augment and accelerate decision making processes using the DAI framework (Decision Maker, Advisor, and Investigator) • Led the design and implementation of the organization’s DevOps and MLOPs frameworks using AWS, enabling development teams to utilize improved CI/CD pipelines, and IaC (Infrastructure as Code) to increase the reliability, frequency, and efficiency of deployments. • Led the early investigation of the application of Large Language Models (LLMs) within the Operations Organization to identify high priority opportunities to help drive the organization’s strategy and vision of LLMs and AI-Agent Frameworks at Amgen. • Developed AI-Agent frameworks using OpenAI, HuggingFace, and Lang-Chain to accelerate the generation of documentation (Applications, SOPs, etc…) leading to a 30% reduction in time. • Spearheaded the development of custom prompt-engineering techniques in conjunction with in-context design patterns to increase the reliability and quality of searching and information retrieval prompts by 80%. • Contributed to the development of various deep learning classification models using Tensorflow and Python to increase the accuracy of the regulatory classification models up to 86%.