IT Professional
5 Years as an Identity and Fraud Full-Stack Engineer.
Specializing in Identity Verification and Fraud Prevention, with expertise in designing AWS cloud architecture solutions that integrate Generative AI, Computer Vision, and NLP technologies.
Determine suitability using Document Type and Facial Indexing.
Detect and block inappropriate images at source.
Extract text from images for data analysis and processing
AI Model Analysis:
Foundation Model (FM/LLM) analysis to determine best fit for use case. Including response speed, token cost, and inference reliability.
Prompt Engineering:
Multi-Modal GPT image inference using bespoke prompting on a per use case basis.
Run time injection of prompt parameters to create bespoke prompts.
Analysis and Post Deployment:
Analysing models, prompts and inference reliability to prevent data and concept drift, ensure new model releases are suitable.
Parallel-test new models, prompts and results to ensure rollout security,
Previous
Over 30 years IT experience.
Agile coaching and facilitating. Scrum Master. Team Leader. Solutions Architecture, Full-stack Development, Customer and employee onboarding, Product Management, Quality Assurance.
No-Code RAG solutions
Use Case 1
Ask human-language questions to determine information from company invoices.
Retrieve a set of invoices from Google Drive
Embed PDF data into a localised Vector Database ready for inference.
Use a Chat Client to ask questions.
Using Retrieval Augmented Generative AI
Use Case 2
AI Chat interface for existing website FAQs
Scrape FAQs from company website.
Embed data into a localised Vector Database ready for inference.
Use a Chat Client to ask questions.
In Progress
Speaking
With experience spanning diverse fields, I deliver engaging talks and workshops tailored to varied audiences. From addressing business leaders on the applications of AI in business to leading creative writing workshops, I bring expertise and energy to every presentation. My background as an outdoor instructor and teacher honed my skills in delivering practical training on navigation, safety, and outdoor survival, while my experience hosting standup-style lightning talks in an IT environment ensures a dynamic and memorable delivery.
Sharing my love and knowledge of AI with business leaders from across the country (July 2024).
Knowing When to Quit: A lightning talk on recognising limits and how quitting can be healthy.(redacted)
Be Heard: How to ensure your voice is heard and that you feel positive about your contributions.
A paper and talk on how to communicate effectively in the workplace and outside.
