Toyota Production Analytics Dashboard using Excel VBA to simulate Lean manufacturing analytics, production monitoring, defect analysis, and automated factory KPI reporting.
Self-serve metrics stack: dbt-style models in DuckDB + optional Prefect scheduler; builds sessions, funnel, and 7-day retention marts with exportable CSVs and charts (Superset/Metabase-ready).
Power BI dashboard analyzing Plant Co.’s Sales, Quantity & Gross Profit with YTD vs PYTD insights.
SQL & Tableau manufacturing analytics project comparing rule-based diagnostic modeling vs leakage-safe predictive risk modeling using the AI4I 2020 dataset.
Computer Vision Counter - is a feature for counting objects on video, mainly aimed at manufacturing enterprises.
raw material demand forecasting and supply chain optimization dashboard for industrial operations.
Yield-driven solar manufacturing capacity expansion model with capex avoidance and Monte Carlo risk simulation.
Plug-and-play Power BI showcase for a 3D-printing workflow: star-schema data model, DAX KPIs (on-time %, reprint %, utilization), time-intelligence (MTD/QTD/YTD), and stakeholder-ready visuals. Includes PBIX, PDF preview, theme, clean sample data, and scripts for full reproducibility.
An AI-powered predictive maintenance project for IoT devices that uses simulated sensor data, machine learning, and real-time API inference to predict equipment failures and support maintenance decisions
Enterprise-grade manufacturing operations risk analytics using PostgreSQL to identify production delays, inventory inefficiencies, and revenue exposure.
rebar sales analysis, forecasting & business insights
Manufacturing root cause analysis using SQL (yield, defects, scrap & cost) — HDI PCB case
Industry 4.0 dashboard for predictive maintenance, OEE tracking, and factory analytics.
Statistical process control and process capability analysis of a pretzel manufacturing system using control charts, hypothesis testing, and Six Sigma methods.
Industrial stability and risk analytics framework for solar ingot puller operations using engineered variability, control deviation (SP–PV gaps), drift features, and interpretable regression modeling.
Integrated Power BI dashboard combining Finance analytics and OEE monitoring to track operational performance, costs, productivity, and efficiency KPIs.
Add a description, image, and links to the manufacturing-analytics topic page so that developers can more easily learn about it.
To associate your repository with the manufacturing-analytics topic, visit your repo's landing page and select "manage topics."