Zara Khan
ML Ops Engineer
Remote zara.khan@example.com +1 (555) 021-1081
Profile
MLOps engineer who keeps models monitored, versioned, and rollback-ready.
Experience
MLOps Engineer
2021 – Present
Model Harbor · Remote
- Built deployment pipelines that cut model release time from weeks to days.
- Added drift alerts that caught a silent feature shift within 48 hours.
- Standardized model cards so compliance reviews stopped restarting from scratch.
Data Engineer
2018 – 2021
Inference Lane · Toronto, ON
- Owned feature pipelines serving two production ranking models.
Skills
ML pipelines · Monitoring · Docker · Feature stores · CI/CD · Python
Education
M.S. Computer Science
2018
Ontario ML Institute
Projects
Model Card + Rollback
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