Andrew Ginns

About Me

I'm a AI Solutions Architect with 6+ years of experience in the AI/ML space. At Google, I help customers benefit from AI by designing and implementing solution architectures to meet their business needs.

I bridge the gap between hands-on development and strategic leadership. I specialise in mentoring technical teams, establishing robust MLOps workflows, and translating complex AI concepts for senior stakeholders. My focus is on building scalable, end-to-end ML solutions, from platform infrastructure to cutting-edge GenAI applications.
I am an effective support to teams both as a mentor and an extra pair of hands when needed. Some of the pieces of work I've done include:

  • Architecting and building a scalable ML platform to accelerate the model development lifecycle
  • Leading and scaling Data Science teams to deliver revenue generating products
  • Championing AI adoption by developing and delivering technical workshops to both engineering and business teams.
  • Engineering robust MLOps infrastructure that accelerated model deployment time from hours to minutes
  • Applying cutting-edge GenAI techniques to solve real-world problems like cost estimation and structured data extraction from video

Beyond Work

Outside of machine learning, I have diverse interests that keep life interesting:

  • Travel: Exploring new cultures and cuisines, particularly in Southeast Asia and Europe
  • Technology: Home automation, homelabbing, and electronics projects
  • Creative Pursuits: Photography, cooking, and experimenting with generative art
  • Outdoors: Hiking, camping, and beach days
Last updated: August 10, 2025 at 01:42 AM UTC