THE
WORK,
UNFILTERED

Real projects. Real constraints. Real outcomes. No "I increased engagement" vagueness — just what the problem was, what I built, and what actually happened.

01SCALABLE PLATFORM2023

Rebuilding Search From Scratch

When SQL LIKE queries just don't cut it anymore — and your users are noticing.

STACK

ElasticSearchPythonFastAPIReactJSPostgreSQLDocker

OUTCOME

~12× faster search, 31% ↑ in conversions

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02AUTOMATION2022

Automating the Ops Team Away

6 people spending 30+ hours a week on manual data work. There was a better way.

STACK

PythonCeleryRedisPostgreSQLNodeJSDockerAWS

OUTCOME

480+ manual hours/month → 4 hours of monitoring

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03PRODUCT ENGINEERING2024

Zero to Shipped in 10 Weeks

A founding team with a great idea, a runway deadline, and no engineering team.

STACK

Next.jsTypeScriptPostgreSQLPrismaAWSDockerStripe

OUTCOME

MVP shipped in 10 weeks, first paying customers in week 12

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