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Jeremy Nelson

@jeremynelson

Full Stack Engineer with 10+ years' experience delivering reliable, error-free features. Adaptable, precise, passionate about AI-driven innovation.

Canada

Message

Full Stack Engineer with 10+ years building and scaling production systems, and 2+ years applying LLMs (Claude, GPT) to real engineering problems, from AI-assisted API discovery to autonomous failure-recovery agents. Track record of measurable impact: 70% higher crawl throughput, 60% less manual maintenance, and a $1M revenue-driving platform upgrade. Comfortable owning a feature end-to-end, from spec review with PMs/designers through release, with a strong eye for accessibility and edge cases.

Experience

Work history, roles, and key accomplishments

Senior Full Stack AI Engineer

Empire Sports & Entertainment, Inc.

Mar 2024 - Jul 2026 (2 years 4 months)

Led modernization of a ticket aggregation platform by replacing browser automation with LLM-powered extraction pipelines, increasing crawl throughput by over 70%. Designed AI-assisted discovery frameworks and autonomous agents that cut manual maintenance by 60%+.

Python fastAPI Kafka Redis PostgreSQL Docker Kubernetes Claude GPT LLM Agents RAG Selenium Puppeteer Microservices

Software Engineer II

Microsoft

Aug 2022 - Feb 2024 (1 year 6 months)

Architected an Angular-based upgrade of an internal Viva Glint tool, driving $1M in revenue impact. Built end-to-end testing solutions and automated Git hooks, reducing pipeline failures by 75% and cutting customer escalations by 90%.

Angular Java JavaScript TypeScript BASH ASP.NET C#GitHub Co Pilot Docker WSL

Software Engineer

Viva Glint (Microsoft)

Oct 2021 - Aug 2022 (10 months)

Sped up login load times by 80% by adding CSHTML pre-compilation to the ASP.NET MVC backend. Supported Angular-to-React migration and built Solidity smart contracts integrated with web3.js.

ASP.NET MVC C#Cshtml Angular React Solidity Web3.js TypeScript

Senior Full Stack Developer

Trainerize

May 2021 - Oct 2021 (5 months)

Developed microservices-based social media features using React, Angular, Python, and TypeScript. Managed MongoDB and Redis caching strategies, reducing hot-path database load by 25% and stabilizing P99 latency.

React Angular Python TypeScript Redux RxJS MongoDB Redis Observability Microservices

Junior Full Stack Engineer

ProInstinct

May 2020 - May 2021 (1 year)

Led frontend development for a soccer-club skills-training web app in an agile startup environment. Built responsive pages from Sketch mockups using React.js, SASS, and Bootstrap.

React SASS Bootstrap Redux React Native JavaScript

Technical Product Specialist

Eventbase

Aug 2019 - May 2020 (9 months)

Configured mobile app builds and diagnosed configuration bugs reported by clients, using SQLite and internal tooling. Debugged issues with Charles and Postman and routed them to the right teams.

SQLite Charles Postman Debugging Mobile Apps

QA Test Developer Co-op

Absolute Software

Jan 2018 - Aug 2018 (7 months)

Wrote TestNG/XPath test cases for UI component testing and built data-driven tests using Factory and DataProvider. Tested backend APIs with SoapUI and Rest Assured.

TestNG XPath SoapUI Rest Assured Python Confluence

Co-op Software Developer

Brock Solutions

Sep 2016 - Apr 2017 (7 months)

Built features and bug fixes in Java for Brock's SmartSuite software, and in Xamarin C# for its Android app. Pair-programmed to resolve difficult issues and wrote test plans/strategies carried through to production.

Java Xamarin C#Android Pair Programming Test Planning