2026-07 · Systems
Production Systems Case Study: Tradeoffs, Reliability, and Testing
How I approach building maintainable systems: constraints, tradeoffs, observability, and what I’d improve next.
Read →Full Stack Engineer / Data Engineer
Adeeb Doyle
I build pipelines. I build products. I make the data mean something.
About
Engineer by craft,
communicator at heart.
I'm a full-stack software engineer working across product development, cloud data engineering, and AI tooling. I build scalable backends and responsive UIs, data pipelines, and Snowflake native applications that put ML directly on enterprise data.
I don't stop at the code. Building something well means knowing who it's for, so I get in front of the people who'll actually use it — and I've found that translating technical work into terms clients care about is often what determines whether it gets used at all.
> name: Adeeb Doyle
> role: Full Stack / Data Engineer
> languages: Python, SQL, TypeScript, JavaScript, Java
> experience: 4 yrs
> certified: Snowflake, Salesforce
> education: B.S. Computer Science
> status: available_Experience
The journey so far
2016 — 2018
Magna Legal Services
Transcript Processing Specialist
- refactor: streamlined transcript processing workflows
- chore: sustained 98% client satisfaction via system ownership
2022 — 2023
Pure Technology
Software Development Intern
- perf: cut manual media review 90% with GCP + Gemini pipeline
- fix: resolved 30+ defects across frontend and backend
2025
SkillStorm (Contracted to Deloitte)
Software Developer
- feat: built reusable LWCs for VA claims processing system
- refactor: hardened Salesforce Apex with security best practices
- fix: surfaced critical defects via weekly quality audits
2023 — Now
Pure Technology
Software Engineer
- feat: shipped full-stack marketplace from Figma to Flutter UI
- feat: architected GCP ELT pipeline for social metrics
- perf: cut validation errors 20% with typed REST APIs
- feat: built LangChain agent to automate codebase docs
Skills
The tech stack
Drag nodes to rearrange · hover to trace connections
frontend
backend
data / ml
infrastructure
Projects
Selected work
Writing
The Lab
2026-07 · Perspective
Understand the People and the Problem
Why the best software comes from understanding the people you're building for, the problem under their request, and the business constraints around it.
Read →2026-06 · Tutorial
Snowflake, Under the Hood: Cost, Queries, and What AI Changes
A practitioner's walkthrough of the mechanics that actually control Snowflake cost and performance: warehouse tuning, query pruning, the ACCOUNT_USAGE loop, and how the platform's new AI tooling changes who can do this work.
Read →