Prateek Mehra

ML Systems & Vision Engineer · 3.5 years

Built and deployed business-facing CV inference pipelines serving 100M+ images/month across batch and real-time workloads.

Experience

Data Scientist — EatClub Brands (Box8)

Bengaluru · 2022 — Present

  • Designed and operated distributed cloud–edge ML infrastructure across 450+ outlets with on-device inference.
  • Own end-to-end model lifecycle: data → training → deployment → monitoring.

Skills

Languages: Python, SQL
Frameworks: TensorFlow, PyTorch, scikit-learn, OpenCV
Systems: Airflow, Docker, Linux
Cloud: GCP, AWS