Quality, process and materials guide the investigation. Data and digital systems expand its reach. These projects document my contribution, the technical decisions and the operational results.
I modelled quality, production, maintenance, delivery and material data in Qlik Sense, reducing repeated consolidation and retaining history for analysis.
80+tables in the associative data model
Industrial sources
Quality · production · maintenance · delivery · materials
Supporting routines
Python · VBA · SQL — extraction and integration
Qlik Load Script
Mapping · joins · concatenation · filters · history
I developed SISVE with Power Apps, SharePoint and automations to connect audits, actions and effectiveness assessment. Qlik Sense brings process analysis together.
16industrial processes in scope
Audit
Power Apps — structured execution
Record
SharePoint — evidence and history
Deviation
Traceable corrective action starts
Task
Planner — owners and due dates
Actions
Power Automate — notifications and integration
Assessment
Effectiveness and recurrence after action
Integrated view
Qlik Sense — analysis across 16 processes
↺ Effectiveness and recurrence history informs subsequent audit analysis.
Applications of statistical analysis, Core Tools and nonconformity investigation.
Quality Engineering / SPC
A favorable Cpk does not settle the question.
Signal: apparently acceptable capability. Evidence to examine: changes in variation over time. Decision: establish process stability before interpreting capability.
I first verify whether variation remains under control over
time.
Stable process?
NoInvestigate instability
YesAssess capability
Define the next step
Product / process
Turn a requirement into a validation criterion.
Documented work includes experimental tests, specifications and process follow-up. APQP and PPAP participation covered specific stages, rather than ownership of the complete frameworks.
Technical requirement → test → comparison with the criterion → decision
Investigation / decision
Containing an effect does not eliminate its cause.
An occurrence requires containment; recurrence requires investigating the mechanism. Methods, owners and tests need to connect to the hypothesis being assessed.
Occurrence → hypothesis → test → action assessment
Customer Quality / decision
Response time and effectiveness answer different questions.
Response time tracks the flow of complaint handling. Effectiveness assessment examines the outcome of the action. The customer complaint case keeps these two interpretations separate.
Response → action → effectiveness → recurrence
Oracle SQL / IBM Cognos
Historical queries with Oracle SQL and IBM Cognos
Custom views, historical queries and reports were structured
while respecting the performance, access and stability
constraints of the existing infrastructure.
Oracle
Source and history
SQL
Adjusted view
Cognos
Analysis and access
Select a stage to explore its role in the flow.
← Scroll horizontally to explore the diagram →
Technical toolkit
Methods and tools applied in industry
Select a method or tool to inspect its application context.
01
Quality Engineering
Requirements, prevention, investigation and
effectiveness assessment.
02
Continuous Improvement and Processes
Methods for reading flow, prioritising causes and
sustaining change.
03
Industrial Data and Analytics
Modelling, integration and visualisation for
interpreting operations.
04
Automation and Applications
Process-adjacent solutions that reduce manual effort
and improve traceability.
05
In development and personal projects
Technical exploration; not presented as consolidated
professional experience.
Keep in touch
Professional contact
View my career on LinkedIn, explore projects on GitHub or contact me by email.