Commit Graph
16 Commits
Author SHA1 Message Date
dennisthiessenandClaude Opus 5 468116959e feat(kb): BS-7 - Zweitpruefer and supervisor for a Bachelor thesis at Bosch
User-confirmed 2026-09-11, extending the Arbeitszeugnis line about supervising
students and their theses.

Zweitpruefer (second examiner) is a FORMAL role carrying assessment
responsibility, not informal mentoring. That matters because "developing other
engineers" keeps appearing as a JD requirement and the profile has otherwise
only team-role evidence to offer - Security Champion, the Generali Java
community, Application Owner training. SBB asked for it explicitly and the
prepared answer had to fall back on exactly those.

Limits recorded with it: exactly ONE thesis is confirmed as second-examiner
work, so it must not be pluralised; the wider number of students supervised is
not recorded; and none of it is people management. `forbidden` now blocks
"supervised multiple theses", "lecturer", "taught a course" and an academic
appointment reading.

Carried into both data bundles so it can actually be selected - the BS-6 lesson
from the same week: evidence that reaches no bundle cannot be chosen.

Validator PASS, 37/37 tests.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
2026-09-11 22:19:36 +02:00
dennisthiessenandClaude Opus 5 f515a1e522 fix(kb): close all six Zeugnis discrepancies on the user's rulings
D1/D2 - Bosch title and promotion: CONFIRMED by the user. The promotion and its
timing are correct and came from a re-grading (Neueinstufung). The Zeugnis does
not contradict it - it names DEPARTMENTS ("Ingenieur" in Fertigungstechnologie
1/2/3) rather than job titles. Separately corrected a false provenance note that
claimed official_title was "the formal combined string on the Zeugnis"; it never
came from that document, it comes from the user and LinkedIn.

D3 - part-time from 2021-09: NOT recorded, by the user's decision. Noted for
completeness that tenure wording such as "over ten years" measures elapsed time
and is unaffected; it would only matter if a document claimed FTE years, and
none does.

D4 - French and Italian: the Swisscom Zwischenzeugnis says he uses both
professionally on a regular basis. The user reviewed the sentence and confirmed
it is an ERROR IN THE DOCUMENT. DE/EN only stands. Recorded in
identity.language_note so nobody rediscovers the line and acts on it, with the
practical warning that a reader of that Zeugnis may take it at face value.

D5 - the RUAG MSSQL rule-out: the DECISION stands (user does not want it
revisited), the REASONING is corrected. Two of its four premises were wrong:
MSSQL is not 0 (Fraunhofer SCEDAS ran on Microsoft SQL Server), and "his stack
is AWS cloud-native" was too narrow - the Swisscom Zeugnis documents component
ownership for ETL into the Teradata DWH. Talend and SAP S/4HANA remain genuinely
0, and the required line reads "Aufbau UND Betrieb" while he has documented
Betrieb only - so the skip is still defensible, it was just better than its
written justification. Both RUAG decision rows now carry the correction and a
standing rule for future DWH postings.

D6 - Vizrt end date: 2018-05 stands by the user's decision.

And the follow-through that matters: the data-warehouse, MSSQL and mentoring
evidence is now IN THE BUNDLES, not only in claims.json. BS-6 showed last week
that evidence which reaches no bundle cannot be selected - this is the same
failure mode, caught the same week. The DWH entry carries its scope limit
explicitly: documented Betrieb, not Aufbau.

Validator PASS, 37/37 tests.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
2026-09-11 21:46:05 +02:00
dennisthiessenandClaude Opus 5 d702c4bc0c feat(kb): extract Bosch, Swisscom and Vizrt evidence; record 6 discrepancies
All three read as primary documents. Uncontested facts are written in; six
conflicts between the documents and the KB are RECORDED AND LEFT OPEN, because
several are the user's call and one contradicts a memory entry that shaped
targeting.

New evidence
- Swisscom Zwischenzeugnis (Okt 2025) is unusually specific and now backs SW-1,
  SW-2 and SW-3 verbatim: component ownership for the ETL pipelines feeding the
  TERADATA DATA WAREHOUSE, Python on Kubernetes with GitLab CI/CD, AWS migration
  (S3, Glue, Athena, Redshift, Airflow), 2nd/3rd-level support and on-call.
- Bosch Zeugnis corroborates BS-1 directly: "Erarbeitung und Durchfuehrung von
  Integrationsstrategien fuer den Einsatz von Machine Learning Modellen in der
  24/7 Fertigungsumgebung". It also confirms the BS-4 PoC framing as the
  document's own wording rather than a policy hedge.
- NEW claim BS-7: "Fachliche Betreuung von Studierenden, auch im Rahmen von
  Abschlussarbeiten". Documented mentoring evidence, recorded NOWHERE before
  today, although "developing other engineers" is a recurring JD requirement -
  SBB asked for it explicitly and the answer had to lean on team roles instead.
- Vizrt's letter is thin: testing responsibilities only. It does NOT mention the
  transcoding backend, Python or C++, so VZ-1 is marked as resting on the user's
  statement rather than on the document.

Six open discrepancies (claims.json: open_discrepancies_2026_09_11)
- D1 HIGH: the Bosch Zeugnis says "Ingenieur" in "Fertigungstechnologie" 1/2/3.
  The words "Senior" and "Data Analysis" do not appear in it, yet the KB note
  claims official_title is "the formal combined string on the Zeugnis".
- D2: KB has a promotion at 2021-01; the Zeugnis shows department moves at
  2021-06 and 2022-03 and names no promotion.
- D3 HIGH: "Seit dem 01. September 2021 arbeitete Herr Thiessen in Teilzeit."
  Bosch was PART-TIME for its final ~16 months. Recorded nowhere. Tenure wording
  including "over ten years" was written without knowing this.
- D4 HIGH: the Swisscom Zeugnis says he uses ENGLISH, FRENCH and ITALIAN
  professionally on a regular basis. Memory user_international_mobility says
  "DE/EN only (no French)" - and that entry screened out French-speaking roles.
- D5 HIGH: Swisscom component ownership feeding a Teradata DWH, plus Fraunhofer
  MSSQL, undercut two premises of the RUAG "Senior Data Engineer (MSSQL)"
  rule-out. Talend and SAP S/4HANA are still 0 and may still carry it.
- D6 LOW: Vizrt letter says 01.07.2017-01.07.2018; KB has end 2018-05.

None of the six is resolved here. Do not quietly pick a side when writing a
document - ask.

Validator PASS, 37/37 tests.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
2026-09-11 21:33:32 +02:00
dennisthiessenandClaude Opus 5 2687d652de feat(kb): extract Fraunhofer and Generali evidence from the Arbeitszeugnisse
Both references are image-only scans with no text layer, so they were read
visually. Everything recorded is quoted or directly paraphrased from the
documents; nothing is inferred.

Fraunhofer (Arbeitszeugnis 31.10.2019)
- FC-1 SCEDAS: C#, Entity Framework and MICROSOFT SQL SERVER; introduced and
  configured Jenkins and built the deployment build jobs. No language was
  recorded on this claim before today.
- FC-2 ARTUS: SPEECH RECOGNITION and ML for an automatic transcription system
  for SEA RESCUE. Separately co-authored a research proposal on predicting
  optimal MAINTENANCE TIMING with ML - genuine predictive-maintenance exposure,
  at proposal stage.
- FC-3 MISSION: microservices with EXPRESS.JS, JAVASCRIPT, DOCKER and SQLITE.

Generali (Zwischenzeugnis/Endzeugnis 30.06.2017)
- GN-1: the BDD stack is named - SERENITY-BDD, SELENIUM, JBEHAVE, with the build
  jobs administered in Jenkins.
- GN-2: UIPath RPA PoCs plus evaluation of IBM ODM Decision Center 8.7.
- GN-3: migrated web services to XLDEPLOY, CONTRIBUTED TO DESIGN AND
  ARCHITECTURE DECISIONS, and built into the Dispatcher PoC with APACHE CAMEL
  and SPRING BOOT.

11 skills newly evidenced from primary documents.

TWO OF THESE CHANGE EARLIER CONCLUSIONS:

1. Microsoft SQL Server is NOT zero. The RUAG "Senior Data Engineer (MSSQL)"
   rule-out of 2026-09-04 stated "claims.json has 0 for MSSQL, Talend and SAP".
   That premise was wrong. The rule-out may still stand on its other required
   lines - multi-year ON-PREMISE data-warehouse construction, Talend, SAP
   S/4HANA are all genuinely 0 - but the MSSQL half must not be repeated, and
   one project database in 2018-2019 is not data-warehouse experience either.

2. Spring Boot is now documented rather than asserted. The SBB interview brief
   claimed "a PoC contribution roughly a decade ago" from memory; the
   Arbeitszeugnis confirms it exactly. Still PoC-scale and still no Angular.

This is the fifth time a real capability turned out to be missing from
claims.json. The previous four surfaced by accident in conversation; these
surfaced because the user asked to read the primary documents. That is the
cheaper route and should be the default for the remaining employers.

Validator PASS, 37/37 tests.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
2026-09-11 21:29:39 +02:00
dennisthiessenandClaude Opus 5 b05ffbfbd6 feat(kb): record language split per employer, KLA DMS ownership, register Kotlin
User corrections, 2026-09-11.

KOTLIN was absent from claims.json entirely and was therefore unwritable under
the evidence-first rule. Bosch 2020-2022: backend services, Ansible plugin work
and extensions. This is the FOURTH real skill found missing this way, after
Ansible and Linux (2026-08-27) and Bash (2026-09-05).

Correction to an earlier statement in this session: I described Kotlin as the
fifth instance and named Groovy/Snowflake as the other two. That was wrong and
the user caught it. Groovy and Snowflake were registered the same day as
`forbidden` - skills he does NOT have, registered so the document scanner could
catch them. The opposite of this pattern. The Kotlin note records the
distinction so it does not propagate.

Language split per employer, none of it previously recorded:
- Fraunhofer: C#. FC-1 and FC-3 named no language at all.
- Vizrt: Python for the wrapper, C++ for the transcoding engine (FFmpeg).
  Cross-referenced to the standing rule not to oversell C++.
- Bosch: primarily Python, with some Java and Kotlin (backend, Ansible plugins,
  extensions) and C# for Spotfire plugins.

BS-3 / BS-5: he was TECHNICAL Application Owner for the KLA Defect Management
System (DMS) as well as for Spotfire. "Technical" is explicit so the line cannot
be read as people management or vendor-side ownership.

SW-6 (PySpark): the scope line carried "scale and performance metrics are not
verified", which duplicated the metrics field and read as doubt about the skill
rather than about the numbers - the skill is production-current and allowed. The
caveat now lives only where it belongs.

last_verified REMOVED from all 26 evidence blocks at the user's instruction:
every claim already carries its employer in the ID prefix, and for closed
employers a recency date measured nothing. Provenance (source, ownership) stays.
The schema records the reasoning so it is not reintroduced out of habit.

Validator advisory warnings 18 -> 0. 37/37 tests pass.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
2026-09-11 21:26:03 +02:00
dennisthiessenandClaude Opus 5 f2a1229701 fix: clarify the Bosch 24/7 constraint; tidy build artefacts
BS-1 operating constraint - the F07 open item, resolved by the user
The user clarified what the 24/7 constraint actually is: a defect in the
software could, worst case, halt production - an outcome that must never occur.

That is a FAILURE-CONSEQUENCE constraint, and the submitted NVIDIA cover letter
states something different: "a production line that could not be stopped for a
deployment" describes a scheduling window. The distinction matters in both
directions - the letter is inaccurate, and the truth is the stronger claim.

- BS-1 scope now records the real constraint and how to write it.
- Both variants of the letter's phrasing are added to BS-1 `forbidden`, so the
  scanner catches them. Verified: it now flags the submitted letter.
- BS-1 evidence filled from a real source (this clarification) rather than left
  unrecorded, including ownership - integration and operation, not model work.
- The submitted letter is NOT rewritten (F17). experience_bosch.md records the
  resolution and the wording to use instead.

Scanner false positive fixed: the employer-date check now runs on CVs only. A
cover letter naming an employer in prose is not claiming a date.

Cleanup, authorised by the user
- 136 LaTeX build artefacts removed (already gitignored, regenerable).
- 7 superseded intermediate QA renders removed, 6 of them in NATO_AI_ENGINEER
  which carried nine PDFs for two documents.
- Nothing evidential touched: 36 submitted PDFs, 41 e2e deliverables, 44 sources,
  54 session/critique files and 20 JD files are intact. The Kraken PDF was
  checked before deleting and turned out to be the saved job description, not a
  render.
- output/ 16M -> 13M.

37/37 tests pass.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
2026-09-11 21:14:15 +02:00
dennisthiessenandClaude Opus 5 3519b2ffe7 fix(F08-F10): machine-checkable evidence, honest templates, demoted GPA
F08 - evidence metadata
- Only 1 of 26 claims carried structured source/last_verified/ownership, which
  is why recency and reference checks could not run. Added an evidence_schema
  block and an evidence block on all 26 claims.
- 8 dates were recovered from each claim's OWN recorded text; the other 18 are
  written as the literal "unrecorded". Nothing was inferred. "unrecorded" means
  nobody wrote it down, NOT that the claim is unevidenced - most carry evidence
  in their free-text scope.
- Coverage is reported as an advisory warning, never a gate: failing on it would
  push a future session to invent dates to clear the run.

F09 - templates
- resume_template.tex asserted "12+ years of production software experience".
  It does not hold: canonical employment starts 2014-11 (~11y10m) and the
  VISIBLE chronology starts 2015-05 (~11y4m) because Capgemini is omitted.
  Now "over ten years", with the arithmetic and the no-date-math rule inline.
- cv_template.tex still carries page targets, rendered-line budgets and 2L/3L
  variants the project dropped. Banner-marked as the ACADEMIC legacy path so it
  is not reached for whenever a posting says "CV".

F10 - US GPA
- The modified Bavarian formula converts FOREIGN grades INTO the German system.
  Inverting it to produce a US GPA is not a recognised method, and the TUM
  source calls even its forward calculator orientation only.
- Fields renamed to final_grade_us_4pt_orientation_only with that caveat. The
  German grades remain the canonical facts. If a recipient publishes its own
  conversion, use theirs and record which was used.

Validator PASS (1 advisory), 31/31 tests.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
2026-09-11 19:40:52 +02:00
dennisthiessenandClaude Opus 5 fc5f3e49ba fix: review findings F03-F06 — quotas, rule hierarchy and a validator that checks
F03 — application records
- Quota already removed with F02's tracker; verified uncapped and that
  "interview reached" survives a later withdrawal.
- Aker BP: application date confirmed 2026-07-29 by the user, settling the
  one-day conflict. Its Adjacent-despite-79 classification is kept, NOT
  reclassified: the user does not remember the rationale and judged it
  immaterial on a closed role, and silently reclassifying to make the
  arithmetic tidy is the exact objection the review raised. Recorded as an
  explicit override reason with a rubric version instead.

F04 — rule hierarchy
- Three levels stated in AGENTS.md and CLAUDE.md: immutable evidence rules,
  standing user preferences, market/employer presentation.
- Deliverables separated from QA. The .tex stays the artefact of record; you
  still compile, into the application's own output/ folder, because the user
  cannot approve what he cannot open.
- `resume_reference.md` said "Capgemini/Bundeswehr: include only when directly
  relevant", contradicting the standing never-include rule. Split and fixed.

F05 — a green validator now means something
- Per-claim `forbidden` wording is enforced. 14 of 26 claims carried such a
  list and NONE of it was checked, which is why "owned the full ML lifecycle"
  passed. Matching tolerates inserted adjectives: the real regression read
  "Built a decentralized Data Mesh" and one word defeated the literal list.
- Added identity (e-mail/phone), employer-date, placeholder and
  document-exclusion checks. Capgemini's omission rule now has a canonical
  home in claims.json instead of living only in memory and config.md.
- Registered Groovy and Snowflake as forbidden skills. Both were absent from
  claims.json entirely, so "forbidden" existed in prose with nothing enforcing
  it.
- PASS no longer reads as a truth certificate: it prints what it did not check
  — scope implications, bullet-to-claim support, whether a number is real.

F06 — the scanner stopped fighting the documents
- LaTeX comments are no longer claims; `% never claim Terraform` was a finding
  before, which taught the workflow to write around the checker.
- Markup, accent macros and umlauts are normalized, so `\textbf{Snow}flake`
  cannot smuggle a forbidden skill past a substring test and
  `Universit\"at der Bundeswehr M\"unchen` is recognisably a school.
- Honest denials pass in English and German.
- The triple-list cadence hint knew only English "and", so it silently did
  nothing on every German package. Advisory only, and now labelled as such.

Verification
- The six counter-proofs from the report are caught: 9 errors on one synthetic
  document, where the old scanner found none.
- All six packages built under current rules scan clean — SBB, NVIDIA, RUAG,
  Kdo Cy, Citadel, Aker BP. Four false positives of my own were found and fixed
  on the way there; each is now a regression test.
- 13 older packages do report findings. Those look like genuine historical
  violations and are deliberately NOT fixed here: F17 governs archives and they
  must not be silently rewritten.
- `tests/test_document_scanner.py` added. Full suite 31/31 pass.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01Qej5SBvhcbGXHwLqNWiskM
2026-09-11 19:33:24 +02:00
dennisthiessenandClaude Opus 5 a0ec2fedb5 feat: NVIDIA Sr DevOps application, drop cohort caps, fix Workday/decision-log bugs
Scout run 2026-09-04 (36 companies, 778 eligible) plus the NVIDIA package it
surfaced, and the tooling and policy fixes found along the way.

Application
- NVIDIA Senior DevOps Engineer, Zurich (JR2024256): submitted 2026-09-05.
  Evidence Fit 64/100 Stretch, hard gate FAIL x2, channel Weak. Sent on an
  explicit user override with the working model unresolved, so hybrid-vs-onsite
  is a live screening topic. 2pp resume + 1pp cover letter, both validators
  PASS, 0 boxes, 0 Tier 1 findings open.

Policy
- Drop the 7 Core / 2 Adjacent / 1 Stretch cohort caps. They had no derivation
  and were overridden whenever they bound, and the cohort was confounded: it
  tested fit class while holding channel constant at Weak across all six
  applications. Keep the recording, drop the rationing.
- Channel replaces the slot budget as the rationed variable: no application
  goes out cold when a named contact is published and reachable.
- Propagated through shared_ops, session_file_template, cohort_tracker
  (counts, never counts-against-a-target) and application_cohort.json.

Tool fixes
- fetch_workday emitted 404 URLs for every Workday company (NVIDIA, Novartis,
  Equinor): externalPath is site-relative and needs the locale + site prefix.
  6/6 short-form 404, 3/3 long-form 200. 773 dead links repaired across 42
  archived reports.
- find_decision_url silently de-linked decisions on two boards, which is why
  ruled-out roles kept resurfacing as undecided. RUAG rotates its UUID on
  repost; BIS migrated its vacancy URL scheme, orphaning 5 decisions including
  a live application. Fixed as a two-tier match, not a slug key -- slugs
  collide (two live RUAG reqs shared one).

Knowledge base
- claims.json: add Bash / shell scripting, the third canonical gap of this
  shape after Ansible and Linux administration.
- bundle_data_platform: BS-4 was framed as a delivered observability stack over
  what claims.json calls a proof of concept -- the defect the 2026-08-21 sweep
  was told to look for.
- CLAUDE.md and AGENTS.md: correct the RUAG Data Lakehouse shortlist claim,
  which the JD does not support and which both files still asserted.
- resume_template: comment-guard the missing babel/ngerman language block.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01QFb8tTCig5r1KzkQiNXcYt
2026-09-05 13:24:44 +02:00
dennisthiessenandClaude Opus 5 a0f844c143 feat(ruag): submit AI Engineer C5I, and record the Kdo Cy package
RUAG C5I - AI Engineer C5I (Thun, app ID 18027): SUBMITTED 2026-08-27.
Evidence Fit 74/100, fit class Stretch, title-capability hard gate FAIL
(R1 build/operate the AI-LLM platform and R2 in-house LLM/retrieval are
Adjacent, not Direct) - all knowingly accepted under the user's explicit
Phase 0 override. Consumes the cohort's sole Stretch slot: cohort is now
6/10, Stretch 1/1.

Critique ran twice. Round 1 scored the documents 85/100 and raised three
Tier 1 items; Round 2, after the fixes, scores 93/100 with truth and
provenance 24/25 and zero Tier 1 findings. Evidence Fit did not move and
was not allowed to: PP-3 is a personal project and cannot convert an
Adjacent title-capability into a Direct one.

Documents (.tex is the deliverable; PDFs are gitignored):
- resume 2pp/13 bullets, letter 1pp/295 words, both validators PASS
- headline is now the canonical title "Staff Data, Analytics & AI
  Engineer", which puts the req's own word above the fold
- PP-3 added as a Projekte section - the only current Linux/hardening
  evidence, since BS-6 ended Dec 2022
- the letter names the AI-platform gap in one sentence, then connects
  SW-5 to C5I's stated DevSecOps model
- "governte" -> "governance-konforme"; JD term coverage 18/22 -> 22/22
  claimable, with all six gap terms still correctly absent

Two defects found and fixed that the first critique missed:
- the resume never loaded babel, so a German document was hyphenated
  with English patterns (Hal-bleiterfertigung, Tran-skription). Fixed
  with babel[ngerman] plus a Transkription exception; this also cleared
  an overfull box. Check this on every future German package -
  resume_template.tex likely has the same omission.
- IBM AI Engineering had no primary-source record. Certificate read
  directly (IBM via Coursera, 4 Jun 2020, verify 3ZBZFVAL6A34), recorded
  as entry #8; it also proves PyTorch, now evidence: certification.

Also included: the submitted Kdo Cy DevOps Engineer III package, the
Capgemini omit rule promoted into config.md, BW-1 canonicalized in
experience_bundeswehr.md, and a scout.py comment correcting the
telenorgroup slug from "near-empty" to a claimed board serving stale
phantom listings that DEMO_TITLES would not catch.

Compensation, PSP/project eligibility and role level were never resolved
before sending and are now live screening topics.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01JMcHCsTKWvVzqyLChF5ckk
2026-08-27 23:20:17 +02:00
dennisthiessenandClaude Opus 5 420e205e37 fix(kb): settle ECTS B as the 10-35% band, 'top 35%' is correct
ECTS grade B is the next 25% after the top 10%, so the accurate phrasing
is 'top 35%'. The record's original value was right; the 'top 30%'
considered yesterday was the error, now removed rather than left as an
open question.

The field also now says never to narrow B to a point estimate. B is a
band, and quoting 'top 30%' or 'top 25%' overstates the standing - the
kind of small, checkable claim that costs credibility for no gain.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-26 09:56:34 +02:00
dennisthiessenandClaude Opus 5 124f5d4953 feat(kb): record degree final grades and US 4.0 conversions
A Citadel application form asked for GPA and neither degree's
Abschlussnote existed anywhere in claims.json - only the M.Eng. thesis
grade. The single lead was an old CV extraction whose own provenance
note disclaims it and which already carries a known error, so it was not
safe to convert from. User confirmed both directly: M.Eng. 1.6 and
B.Eng. 2.4 on the German 1.0-4.0 scale.

US 4.0 equivalents recorded via the modified Bavarian formula, which
simplifies to 5.0 - G: 3.4 and 2.6. Both fields carry usage rules,
because a converted grade is easy to misuse. They are for application
forms and credential checks only, never to be presented as a natively
awarded GPA, and the German scale must always be stated alongside -
particularly for the bachelor, where the conversion makes a solid "gut"
read weaker to a US audience than it is.

Also flagged a percentile that does not agree with itself. The relative
grade is ECTS B, but this record said top 35%, the user said top 30%,
and ECTS B is formally the next 25% after the top 10%. Rather than pick
one, the field now says to check the certificate and notes that quoting
"ECTS grade B" alone is always safe. A specific percentile on an
application is exactly the kind of small number that a credential check
can contradict.

New grade_output_rule: neither grade belongs on a resume or in a cover
letter by default. Industry resumes omit grades, and the thesis 1.0 is
the only figure worth surfacing where academic performance is valued.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-26 09:53:55 +02:00
dennisthiessenandClaude Opus 5 b97dec978a feat(kb): add trading-domain evidence as PP-1 and PP-2
claims.json had zero hits for trading, finance or quant, so a real
capability could not legally reach any document: the file is the
highest-authority source and nothing outside it is claimable. Surfaced
while assessing the Citadel Securities Platform Engineer req (Zurich),
where domain fluency is exactly what was missing.

PP-1 is the self-built investing/signal platform: US-equity price,
fundamental and LLM-assisted sentiment ingestion, a long-only
cross-sectional residual 12-1 momentum book with ATR stop/trail and max
15 concurrent names, scheduled scan and backtest pipelines, web
dashboard and Telegram alerts. PP-2 is the Udacity AI for Trading
nanodegree. Two allowed-with-context skills reference both.

Written defensively, because this is the kind of entry a later run
inflates. Each carries an explicit forbidden list: no PnL, Sharpe,
return or backtest figure may EVER be quoted (none is verified); PP-1 is
single-user and self-hosted, so never distributed, scalable, production
or multi-user; neither implies professional quantitative, trading or
finance experience; the nanodegree is never an academic or quant
credential. Legitimate use is self-directed domain fluency plus an
end-to-end ingestion/backtest/alerting build outside work.

PP-1 is also the one claim where full-ownership verbs are correct - it
is genuinely solo, unlike the employer work that Scope Discipline
governs. Stated in the scope so the two rules do not collide later.

JSON valid, validator PASS, 9/9 tests pass.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-25 23:18:18 +02:00
dennisthiessenandClaude Opus 5 239129b37e feat(sdu): add SDU PhD enquiry, verify thesis claims from source
Explore SDU Center for Energy Informatics PhD, Theme 2 (Predictive
Maintenance and Asset Management of Smart Energy Networks), Odense DK,
deadline 2026-08-20. JD scraped live via Playwright.

Verified the master's thesis against the source PDF rather than the
stored title alone:
- Vibration-based condition monitoring of CNC machine tools; features
  are the dimensionless waveform, peak, pulse, margin and kurtosis
  indices.
- Implemented a hybrid of rule-based reasoning and a 7-10-3 ANN.
- Evaluation measured throughput and latency, not model accuracy:
  ~500 SPS pipeline against 72.9 kSPS sensors.
- Corrects an earlier note in the same session: PSO was surveyed only
  and never implemented. Recorded under thesis_limits alongside the
  absence of real operational data and accuracy figures.

Also records the ECTS relative grade (B, top 35%), the existence of
English-language transcripts, and the concrete Bosch sensor-data types
(defect management records, wafer inspection images, PCM electrical
parameters) under BS-2.

Adds the enquiry email sent to Prof. Bo Norregaard Jorgensen, which
asks whether an industry candidate is viable and whether non-academic
letters of recommendation are accepted.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-02 23:09:30 +02:00
dennisthiessenandClaude Opus 5 f1095a062f feat(applications): archive Aker BP package, add Compass evidence, extend scout
Aker BP ASA — Data Product Architect (FINN 469067315): archive the finalized
resume/CL sources, JD, session and critique. Submitted 2026-07-30 ahead of the
2026-08-02 deadline; logged as applied in the scout decision log and marked
SUBMITTED in Active Sessions.

KB: record Atlassian Compass as Swisscom's metadata/catalogue platform for data
products and lineage (user-confirmed 2026-07-29). Practitioner use only —
claims.json forbids claiming administration, rollout or ownership, and it is
explicitly not a substitute claim for Purview, Collibra or Alation.

Also: close out the Google Business Home session (no interview), extend the job
scout, and allow the job-board domains used during the Aker BP research.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-01 10:18:07 +02:00
dennisthiessen fe5f24704f feat: rebuild evidence-first application workflow 2026-07-27 17:56:15 +02:00