# Erin Burke

Erin Burke is a remote worker on Himalayas, Member of the Technical Staff, LEAP at Norm AI, based in United States.

Source: https://himalayas.app/@erinburke

```text
Full-Stack AI Engineer at Norm AI who built evaluation and debugging tools that cut client onboarding time by 70%.
```

| Detail | Value |
| --- | --- |
| Availability | Looking for a job |
| Location | United States |
| Authorized to work in | United States |
| Salary expectations | 60k+ USD |
| Job categories | Full Stack AI Engineer, AI Engineer, Machine Learning Engineer, Software Engineer |
| Skills | LLM Evaluation, Evaluation Frameworks, Regression Testing, Batch Validation Testing, LLM As Judge, Factual Grounding Checks, Dataset Curation, Red Teaming, Bayesian A B Testing, Result Versioning, Structured Outputs, LLM Agent Orchestration, RAG, Human Feedback, Prompt Engineering |
| Website | https://erin-dev.vercel.app |
| GitHub | https://github.com/eburke21 |

## About

```text
At Norm AI, I was an early engineer on LEAP, a system that turns regulations into executable checks with auditable results. I built interfaces that let legal engineers inspect model decisions against source evidence and compare behavior across prompt versions.

I also built batch evaluation tooling that became the team's standard QA gate before prompt changes, cutting client onboarding time by 70%. By optimizing task infrastructure, I reduced production agent processing latency by 40% and compute cost by 50%; I’ve also created open-source tools for groundedness checking, LLM red teaming, evaluation, and streaming React interfaces.
```

## Experience

### Member of the Technical Staff, LEAP

Norm AI. Sep 2024 - Dec 2025

```text
Early engineer on LEAP, an LLM agent orchestration system, building evaluation, debugging, and data-inspection interfaces. Optimized distributed task infrastructure, cutting processing latency 40% and compute cost 50%.
```

Skills: Python, fastAPI, React, TypeScript, PostgreSQL, Celery, Redis, AsyncIO, S3, LLM-orchestration, Evaluation-Frameworks, Prompt-Engineering

### Full-Stack Engineer, Insight Cloud Security

[Rapid7](https://himalayas.app/companies/rapid7). May 2022 - Aug 2023

```text
Built complex, stateful customer-facing dashboards in production React, implementing Redux state management for real-time updates across 10K+ concurrent user sessions. Drove adoption of feature flagging for progressive rollouts in a security-critical environment.
```

Skills: React, Redux, TypeScript, Feature-Flagging, Real-Time-Updates, State-Management

### Associate Product Manager Intern

[Atlassian](https://himalayas.app/companies/atlassian). May 2021 - Aug 2021

```text
Instrumented product metric pipelines tracking feature adoption across 15K+ users and designed an A/B testing framework with engineering.
```

Skills: Amplitude, SQL, A-B-Testing, Product-Metrics, Event-Schema

## Education

### Claremont McKenna College

Bachelor of Arts, Computer Science

Activities and societies: Research: Built 15+ single-cell RNA-sequencing analysis tools with Memorial Sloan Kettering clinicians, including evaluation frameworks validating cluster quality against known markers (Harvey Mudd, 2021–2022).

```text
Earned a Bachelor of Arts in Computer Science, with coursework at Harvey Mudd College. Conducted research with Memorial Sloan Kettering clinicians, building evaluation frameworks for single-cell RNA-sequencing analysis tools.
```

## Tech stack

- Amazon S3
- GitHub Actions
- NumPy
- Pandas
- PostgreSQL
- Next.js
- Tailwind CSS
- Redis
- React
- Python
- Celery
- FastAPI
- asyncio
- Amplitude
- SQLAlchemy
- Datadog
- Redux
- Zustand
- TypeScript
- pytest
- Docker
- SQL
- Playwright
- Pydantic
- OpenAI API
- Cursor
- pgvector
- Typer
- Claude Code
- AWS

To contact Erin, message them from this profile with a Himalayas employer account: [Hire on Himalayas](https://himalayas.app/hire).

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