Hi, I'm

George Jacob

Software Engineer

I love building tools that make developers faster. From AI agents to cloud infrastructure, I'm driven by the craft of removing friction so teams can focus on what matters.

About Me

I'm a software engineer based in Waterloo, Canada, currently at Faire. I'm deeply passionate about developer experience — the idea that the right tools and infrastructure can unlock an entire organization's potential.

Whether it's designing AI agents that reshape engineering workflows, building cloud environments that make onboarding instant, or crafting deployment systems that just work — I'm happiest when I'm removing friction and making complex things feel simple.

I hold an M.A.Sc. from the University of Waterloo and a B.Tech from NIT Calicut. That research background taught me to dig deep into problems, while building at scale at Faire and Magnet Forensics taught me to ship with impact.

Location Waterloo, ON
Company Faire
Languages English, Malayalam

Developer Experience

Building tools that make engineering teams more productive

Infrastructure

Cloud frameworks and deployment pipelines at scale

Research

From HoloLens surgery frameworks to agentic AI tooling

Experience

Staff Software Engineer

Faire

Feb 2021 — Present
  • Co-DRI for Faire's in-house AI agent platform — defined end-to-end architecture, evaluation loops, and trust/safety guardrails
  • Led multi-org rollout of remote development, reducing onboarding from days to minutes with demonstrated 3x ROI
  • Designed and shipped release-tool enabling continuous deployment for 98% of services across EU/NA regions
  • DRI for custom Gradle plugin improving monorepo build speeds by 40%

Software Engineer

Magnet Forensics

Feb 2018 — Dec 2020
  • Reduced product build times by 66% through targeted CI optimization, caching, and parallelization
  • Designed multi-stage installer validation pipeline, increasing release stability and enabling faster QA signoff

M.A.Sc., Electrical & Computer Engineering

University of Waterloo

2016 — 2018

B.Tech., Computer Science & Engineering

NIT Calicut, India

2011 — 2015

Featured Projects

Project Cyberpunk

Co-DRI for Faire's in-house AI agent platform — end-to-end architecture for autonomous engineering workflows including retrieval systems, tool orchestration, evaluation loops, and trust/safety guardrails.

AI Agents LLMs Platform Python

Remote Development

Architected full-stack remote dev environments with IDE integration, cloud-based compute isolation, and telemetry-driven optimization. Reduced onboarding from days to minutes with demonstrated 3x ROI.

Cloud Kubernetes AWS DevEx

Release Tool Platform

Delivered continuous deployment for 98% of Faire's services. Built a DSL for service owners, integrated Argo Rollouts, and enabled predictable multi-region (EU/NA) deployments with automated validations.

Kotlin Argo Rollouts CI/CD K8s

HoloLens Surgery Framework

Developed a mixed reality framework using Microsoft HoloLens to assist surgeons during breast cancer operations with real-time 3D visualization and guidance.

HoloLens Mixed Reality C# Unity

Skills & Technologies

Languages

Kotlin Python TypeScript Groovy SQL C#

Tooling & Infra

Gradle Bazel BuildKite Jenkins Argo Rollouts Datadog

Cloud & Systems

Kubernetes AWS Terraform EC2 SQS Kinesis

AI/ML & Platform

Agentic Workflows Retrieval Systems LLM Prompt Engineering Embeddings AI Developer Tooling

Get In Touch

I'm always interested in hearing about new opportunities, collaborations, or just connecting with fellow engineers. Feel free to reach out!

Say Hello