Before / After bullets
- Before: Class API without load testing. After: Locust + k6 suite; stabilized at 1,200 req/sec with p95 140ms.
- Before: N+1 queries. After: added indexes + joins â p95 â62%, API +2.1x faster.
- Before: Manual deploys. After: Docker + GitHub Actions to AWS ECS; 1âclick rollbacks.
- Before: Sparse tests. After: unit + integration tests; coverage to 78%, bugs caught preâmerge.
Convert projects into impact by adding req/sec, p95 latency, and coverage deltas.
FAQs
No internship â what do I show?
Two productionâlike projects with live URLs, tests, and load metrics can substitute well. Include any research, freelancing, or openâsource PRs.
Should I link GitHub?
Yes â pin the exact repos used in bullets, include a clean README, and add a demo link if possible.
Do I include GPA?
Include if â„3.5 or within 12â18 months of graduation; otherwise optional. Austin hiring managers care more about projects and impact.
One page or two?
One page for new grads. Prioritize the most relevant projects and metrics.
Ready to tailor your resume?
Show you can ship backend services with real metrics â the way Austin teams evaluate junior talent.
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