Luke Towell

Senior Engineering Consultant @Burendo

Leeds, GB

As part of the Burendo Labs’ work, I have used multiple LLMs to develop colleague assistant technology.Most recently, we have created a Document Creation Agent, which enables users to request assistance when generating new documentation. The aim of the agent is to streamline documentation processes, including FAQ responses and bid proposal generation, reducing manual effort and improving response times for bid proposals. The agent makes use of AWS Bedrock, Knowledge bases and vector DBs in order to enable the user to upload documents that are relevant to their unique session: Python, AWS Bedrock, AWS Bedrock Knowledge Bases, AWS S3, Langchain, FAISS Vector Storage: Anthropic Claude LLM, Amazon Titan Embed Text 2.0 - – In the past 12 months on the Data Dashboard team I have delivered multiple user-requested features, most recently this has included the processing and handling of Childhood Vaccination Coverage data and ensuring that it is displayed to standard within the dashboard: NextJs, Python, Django Rest Framework and Wagtail CMS, AWS ECS, AWS ECR, AWS Lambda, Secrets Manager – -/- Whilst at YBS, the engagement involved enabling the team to develop Java Spring Boot applications, test services, build artefacts, and deploy them to OpenShift. I was also the lead engineer in creating the Apigee API proxy for incoming and outgoing traffic and was engaged in teaching the team how to work as a functional Agile team whilst also ensuring that the team met a regulatory deadline.

University of Liverpool

Master of Science - MS

University of Leeds

Bachelor's Degree