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"You can't improve what you don't measure."
name: Nidhin
role: Continuous Improvement & Manufacturing Engineer
company: PBC Linear Β· Roscoe, IL
education: MS Industrial & Systems Engineering Β· NIU
cert: Lean Six Sigma Black Belt
focus: [ SPC, Power BI, Digital Inspection, Smart Manufacturing ]βββ π Controlled Run Chart β Hybrid 6-component SPC monitoring system
βββ π Digital Inspection β Paperless gauging + real-time traceability
βββ π Manufacturing Dashboards β Power BI + SQL Server + SyteLine ERP
| Domain | Tools |
|---|---|
| Analytics | Power BI Β· DAX Β· SQL Server Β· DuckDB |
| Dev | Python Β· React Β· TypeScript Β· FastAPI |
| Manufacturing | SPC Β· Gage R&R Β· FMEA Β· VSM |
| Methods | DMAIC Β· Kaizen Β· DOE Β· Standard Work |
- π€ Exploring AI + Manufacturing β computer vision, predictive maintenance, APC
- ποΈ Building self-hosted tooling to eliminate per-user SaaS licensing at scale
- π Documenting original SPC methodology for publication
Open to collaborating on manufacturing analytics, SPC tooling, or smart manufacturing projects.

