chore(kb): upgrade BS-5 to verified TAF 2022 Spotfire platform ownership
BS-5 was a thin "C# extensions" note; now records the verified reality (Playwright scrape of community.spotfire.com, 2026-06-15): co-ownership of Bosch's Spotfire analytics platform and the TAF 2022 co-presentation "Understanding Spatial Variability in Semiconductor Products with Spotfire Map Charts". Reframing bumped to MED-HIGH for BI-bridged JDs; new 1L/2L variants. First consumed by the Microsoft ISE package (merged BS-3+BS-5 bullet; TAF talk reserved for the CL). Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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@@ -123,22 +123,25 @@ This domain expertise is rare in data engineering candidates and is a strong dif
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### Achievement BS-5: Tibco Spotfire C# Extensions
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### Achievement BS-5: TIBCO Spotfire Analytics Platform Ownership + TAF 2022 Talk
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**Source:** thiessen_linkedin_profile.md
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**User's role:** Developer
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**Status:** Deployed
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**Source:** thiessen_linkedin_profile.md; TIBCO Analytics Forum 2022 article (community.spotfire.com/articles/spotfire/tibco-analytics-forum-2022/) — VERIFIED 2026-06-15 via Playwright scrape. Name spelled "Dennis Thießen" (eszett) on the source.
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**User's role:** Co-owner of Spotfire applications/platform + developer of C# extensions; conference co-presenter
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**Status:** Deployed / operational; publicly documented speaking credential
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**Context:** Developed C# extensions for Tibco Spotfire data analysis tool, extending its visualization and analysis capabilities within the semiconductor manufacturing analytics environment.
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**Context:** At Bosch, Dennis co-owned the TIBCO Spotfire analytics platform that served semiconductor/fab engineers (alongside the Defect Management System he was Application Owner of — see BS-3), and built C# extensions to extend its visualization/analysis capabilities. His official TAF 2022 speaker bio states his responsibilities included "ownership of Spotfire applications and the semiconductor-specific Defect Management System... and the evaluation and integration of machine learning components for 24/7 use." He **co-presented at the TIBCO Analytics Forum (TAF) 2022**: session "Understanding Spatial Variability in Semiconductor Products with Spotfire Map Charts" (with Mark Herrmann) — multi-layered/trellised wafer-map charts and custom smoothed 2-D contour plots used by engineers to understand process/product variability and drive product quality and reliability across Bosch development and manufacturing groups.
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**Bullet variants:**
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- **1L:** Developed C# extensions for Tibco Spotfire to extend analytics capabilities within the semiconductor data environment.
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- **2L:** Co-owned Bosch's TIBCO Spotfire analytics platform serving semiconductor engineers, building C# extensions and custom map/contour visualizations for wafer spatial data; presented this work at the TIBCO Analytics Forum 2022.
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- **1L:** Co-owned the TIBCO Spotfire analytics platform and built C# extensions; presented at TIBCO Analytics Forum 2022.
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**Key skills:** C#, Tibco Spotfire, BI tooling, data visualization
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**ATS keywords:** Tibco Spotfire, C#, BI, data visualization
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**Speaking credential (for CL / presentations / honors):** Co-presenter, TIBCO Analytics Forum (TAF) 2022 — "Understanding Spatial Variability in Semiconductor Products with Spotfire Map Charts."
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**Key skills:** TIBCO Spotfire, C#, BI platform ownership, data visualization, wafer-map/spatial analytics, data quality & reliability
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**ATS keywords:** TIBCO Spotfire, C#, BI, data visualization, analytics platform, data quality
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**Reframing notes:**
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- Analytics Engineer: niche signal — include if JD mentions Spotfire or BI tooling
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- All other: LOW — omit; roll into skills section if relevant
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- Analytics Engineer / Data Engineer (BI-bridged JDs): NOW MED-HIGH — named, owned BI platform + a public speaking credential. Combine with BS-3 (Application Owner) into one strong "analytics platform ownership" bullet; surface TAF 2022 talk in the cover letter or as an interview bridge.
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- ML/AI, Platform: LOW — omit unless BI/analytics is in the JD.
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