Shreyans Jain

I'm building production ML systems for The Mosaic Company through Process Point Technologies, spanning Azure ML pipelines, real-time scoring services, predictive maintenance, and phosphate beneficiation optimization.

I turn plant-floor sensor data into operational models, working across 440+ PI Vision tags, vibration telemetry, process labels, time-series models, and equipment reliability workflows. My work has improved preprocessing data retention from 8.8% to 99.6%, reduced PI API overhead by about 50%, and redirected computer-vision efforts toward the camera improvements needed for deployment.

Previously at Drishya AI Labs and Deloitte, I built digital-twin, OCR, document-understanding, cloud deployment, and decision-support systems. I enjoy owning the path from data architecture and model validation to AWS, Azure, Kubernetes, and production operations.