Prateek Mehra
Data Scientist · 3.5 years · Applied ML Systems
Built and deployed business-facing CV inference pipelines serving 100M+ images/month across batch and real-time workloads.
What I Do
- Computer vision systems (detection, recognition, OCR)
- Production ML pipelines (training → monitoring)
Experience
Data Scientist — EatClub Brands (Box8)
- Designed and operated end-to-end ML workflows using Apache Airflow, Cloud Run, and Linux-based edge deployments.
- Owned model monitoring, retraining, and failure analysis.
Skills
Languages: Python, SQL
Frameworks: TensorFlow, PyTorch, scikit-learn, OpenCV
Systems: Airflow, Docker, Linux
Cloud: GCP, AWS