Aarav Sharma

Machine Learning Engineer

aarav.sharma@email.com · +91 98765 43210 · Bengaluru, India · linkedin.com/in/aaravsharma

Summary

ML engineer with 4 years deploying models at scale. Owns the full lifecycle — data pipelines, training, serving, and monitoring — with production SLAs.

Experience

Machine Learning EngineerJan 2022 – Present
Vantage Search · Bengaluru
  • Deployed ranking models serving 50M daily queries at <50ms p99
  • Built training pipelines in Airflow cutting retrain cycle to daily
  • Set up drift monitoring that prevented 3 silent model degradations
Software Engineer (ML)Jun 2018 – Dec 2021
Signal Farms · Mumbai
  • Productionized research models into containerized services
  • Reduced inference costs 35% via quantization and batching
  • Built feature store powering 6 models from shared definitions

Skills

PythonPyTorchMLflowKubernetesAirflowFeature StoresModel ServingAWS SageMakerMonitoringSQL

Education

Bachelor's Degree2014 – 2018
University of Mumbai · Mumbai

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