Full-Stack
Engineer
Building data platforms, analytics pipelines, and modern web applications
ABOUT
Tools I Use
Data Stack
Web Stack
I'm Justin, a full-stack engineer specializing in data platforms and modern web development. I design and build batch and streaming pipelines, ELT with strong modeling, observability-first workflows, and responsive web applications.
My work spans dbt and Airflow orchestration on Snowflake and BigQuery, AWS analytics stacks with Redshift, Glue, and EMR/Spark, high-throughput Rust utilities using Polars and Tokio, plus modern web development with React, Next.js, TypeScript, and Tailwind CSS.
Focus
Analytics pipelines, internal platforms, data modeling, and modern web interfaces.
Approach
Build for maintainability first, then sharpen the developer and user experience around it.
Selected
Work
Product work, experiments, and platform projects organized by focus area. Previews sit in a bento grid so scan patterns stay visual without relying on hover alone.
Data Engineering
Platform and pipeline work where systems design, transformation logic, and reliability matter more than marketing polish.
Listening for changes...
DATA PLATFORM MODERNIZATION
Batch + ELT with dbt and Airflow across Snowflake and BigQuery
| event_id | type | ts |
|---|---|---|
| e-4a91 | click | 14:02:31 |
| e-4a92 | view | 14:02:31 |
| e-4a93 | purchase | 14:02:32 |
| e-4a94 | click | 14:02:32 |
AWS ANALYTICS PIPELINE
Event ingestion to Redshift via Glue/EMR + Spark transformations
| id | metric | value |
|---|---|---|
| 1001 | latency | 42.1 |
| 1002 | throughput | 891.4 |
| 1003 | errors | 0.02 |
RUST DATA PROCESSOR
High-throughput CSV/Parquet transforms with Polars + Tokio
| name | sold |
|---|---|
| Espresso | 1,842 |
| Latte | 1,203 |
| Croissant | 967 |
| Bagel | 541 |
Uptime
99.97%
Tables
34
Avg Query
12ms
Backup
2h ago
POS DATABASE MAINTAINER
Maintained POS database: schema tuning, backups, and performance monitoring
Developer Tools
Utility-first work focused on frontend workflows, debugging, and developer experience.
Web & Open Source
Client launches, product explorations, and open-source contributions laid out in a clean 2-column grid.
LET'S
CONNECT
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