QualityOps
Independent open-source technical project
Auditable manufacturing-data analysis across Python, PostgreSQL, SQL, Power BI, and CI.
Manufacturing analytics · Python · PostgreSQL · Power BI
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Work
Explore four projects through their problem, my contribution, and the results supported by the evidence.
04 / published cases
PARO Live OEE
Independent open-source manufacturing analytics project
A read-only OEE and downtime visibility demo driven by deterministic synthetic 15-minute data.
Manufacturing analytics · FastAPI · PostgreSQL · Power BI · OEE
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DMAIC PCBA Case
Independent DMAIC technical case with illustrative data
An illustrative Lean Six Sigma case connecting MSA, capability, ANOVA, factorial DOE, financial modeling, and a bounded control roadmap.
Lean Six Sigma · DMAIC · Minitab · DOE · PFMEA
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Manufacturing RAG Assistant
Independent open-source retrieval-augmented generation demo
A bilingual public demo that retrieves from a controlled manufacturing corpus, cites its sources, and refuses when evidence is insufficient.
RAG · Manufacturing knowledge · Hybrid retrieval · Evaluation
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