Lean Six Sigma with Python — Kruskal Wallis Test
Minitab — statistical analysis for quality improvement, DOE, control charts and Six Sigma projects.
Lean Six Sigma with Python — Chi-Squared Test
A comprehensive collection of mathematical tools and utilities designed to support Lean Six Sigma practitioners in their process improvement journey
Lean Six Sigma with Python — Logistic Regression
An end-to-end playbook for enterprise AI governance covering intake, prioritization, release, monitoring, and continuous improvement.
AI-powered Lean Six Sigma assistant — DMAIC frameworks, statistical workbench, and multi-format export powered by Claude
8 hands-on Certified Lean Six Sigma Green Belt labs covering DMAIC, process mapping, facilitation, A3, KPIs, run charts, Pareto analysis, basic statistics, root cause analysis, FMEA, 5S, Kanban, poka-yoke, standard work, and control planning.
6 beginner-friendly Lean Six Sigma White Belt labs covering quality foundations, Lean, Six Sigma, DMAIC, roles, sigma level, defects, seven quality tools, process mapping, Lean waste, 5S, value-added thinking, improvement participation, and exam readiness.
10 hands-on Lean Six Sigma Yellow Belt CLSSYB labs aligned to CSSC role expectations, covering Yellow Belt certification context, Lean, Six Sigma, PDCA, DMAIC support, SIPOC, process mapping, waste, VOC, check sheets, Pareto, run charts, root cause, 5S, mistake proofing, control plans, A3, and readiness.
Process engineering portfolio with maps, analysis frameworks, controls thinking, and improvement methods.
Personal portfolio of Nidhin Dileepkumar — industrial engineer, systems thinker, AI builder
Spatial MTBF/MTTR analytics dashboard for manufacturing operations. Interactive layout floor heatmap, monthly trend analysis, ML-based predictive simulation, and component-level root cause with prescriptive action planning and ROI. Operational Excellence meets Machine Learning.
This project is a comprehensive Business Intelligence solution designed to identify inefficiencies, optimize capital allocation, and model operational improvements across three core supply chain pillars.
8 hands-on Certified Lean Six Sigma Black Belt labs covering DMAIC, project charter, VOC, SIPOC, MSA, capability, hypothesis testing, regression, DOE, FMEA, SPC, control plans, benefits realization, and exam review.
Enhancing SQDC with AI & ML for Improving DLP and Overall Aircraft Equipment Testing Future Revisions with Minitab/Excel File Input Implementation supported by AI Wingmate & ML with Lean Six Sigma
8 hands-on Certified Lean Six Sigma White Belt labs covering Lean Six Sigma foundations, DMAIC, customer value, SIPOC, process mapping, TIMWOODS waste, check sheets, basic visuals, 5 Whys, Fishbone, 5S, standard work, visual controls, and improvement action planning.
This repository contains an advanced Excel-VBA driven financial analysis tool to evaluate **annealing line investment** improving **narrow-width coil processing** in a steel manufacturing facility
Governed Process Design Framework (GPDF) v1.0 — A Structured Approach to Process Governance for Request-Based Workflows
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