Hire Ashvin B. - Forward Deployed Engineer

* Embedded with production and warranty teams to diagnose flow and quality problems; deployed ML anomaly detection systems across 1M+ records, driving over $10M in annual cost savings through predictive maintenance and quality insights. Built real-time production monitoring dashboards (Power BI, SQL, Python) tracking OEE, quality KPIs, and line health; automated reporting enabling operators and supervisors to align on daily priorities and resource allocation. Designed production workflow improvements with dealer and internal teams; documented standard work and scaled improvements across multiple sites, enabling operator adoption and process consistency. Deployed real-time ETL data ingestion pipelines (Python, SQL, Power Automate) integrating floor data with warehouse systems; engineered live KPI feeds enabling rapid anomaly detection and troubleshooting. Influenced cross-functional stakeholders (production, quality, maintenance, audit) without direct authority, translating deployment challenges into scalable solutions—delivering $200K+/month in cost optimization.

Built ML scoring systems (Python, SQL) for production behavior and quality forecasting; benchmarked against gold-standard datasets, improving accuracy and driving 12% lift in operational efficiency. Automated KPI aggregation and operator reporting pipelines; integrated daily insights into workflows enabling rapid A/B testing and evidence-based line optimization decision, growing throughput by 18%. Designed value stream analysis and problem-solving frameworks using data-driven root cause identification; documented findings for standardization and scale across future production environments.