Commit Graph
28 Commits
Author SHA1 Message Date
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 5cd5f49aa5 chore(citadel): record submission, and the form had no Zurich option
Submitted 2026-08-26. Cohort entry added (Adjacent 2/2, cohort now
4/10, channel weak x3) and decision logged.

The finding that matters is not the submission. The application form's
preferred-work-location selector offered no Zurich, despite the JD body
reading "in Miami, Zurich or New York", the posting header listing
Zurich, and the site's own Zurich location filter returning this exact
req when checked on 2026-08-25. The careers site footer reads Citadel
Enterprise Americas LLC, so the likeliest explanation is a US-entity
apply flow with European seats routed elsewhere, or a Zurich seat that
is closed while the multi-location posting stands.

This partly supersedes the working-model risk that blocked Phase 2. If
no Zurich seat is reachable through that form, whether Zurich runs
hybrid or five-day onsite is moot, and the application may be sitting
against a US requisition - a hard no under the standing no-relocation
constraint.

Carry-forward rule recorded in both CLAUDE.md and the session file:
check the application form's location selector before investing in a
package. Two independent signals - the posting's stated locations and
the employer's own location filter - both proved unreliable as evidence
that a seat is actually reachable. Phase 0 treated the filter result as
confirmation that the req was live in Zurich; that inference was weaker
than it looked.

Package itself is finished and reusable: both documents cleared the
validator with zero warnings and the Tier 1 fixes lifted JD term
coverage from 51% to 68%. Nothing about the documents is the weak point.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-26 09:49:08 +02:00
dennisthiessenandClaude Opus 5 0c34bd0347 chore(citadel): finalize package, hold submission records
Finalization per shared_ops.md. Both submitted documents re-validated:
resume and cover letter each PASS with zero warnings. Final PDFs copied
to Dennis_Thiessen_Resume.pdf and Dennis_Thiessen_Cover_Letter.pdf.

Steps 5 and 6 - submission date and cohort entry - are deliberately not
done. The user directed "apply as is" but has not confirmed the
application was actually sent, and stamping today's date on a submission
that may happen tomorrow corrupts the log that every cohort and
disposition-timing judgement is read from. Both commands are written out
in the session file, ready to run on confirmation. This is the same
discipline applied to the SBB Wienandts call: record what happened, not
what was intended.

The critique stays STALE by choice rather than being re-run: it scored
the pre-Tier-1 resume and predates the cover letter. The estimated ~91
post-edit Document Quality is flagged in both the session file and here
as an estimate that must never be quoted as a score.

The working-model question is unresolved and now travels with the
application rather than blocking it, which is the user's call and a
reasonable one now that the package exists: clarifying first only pays
off in the branch where a cold application gets a call. It must be asked
at first recruiter contact. If Zurich is 5-day onsite this is a decline
on the Bern constraint no matter how the process goes.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-26 09:34:28 +02:00
dennisthiessenandClaude Opus 5 0eda29327a fix(citadel): working model unresolved - block Phase 2, 74 -> 71
The user asked whether Citadel has a hybrid model. The JD is silent:
grepping the verbatim posting for hybrid, remote, onsite, in-office and
days per week returns zero matches. Phase 0 scored practical constraints
5/5 on an unexamined assumption that Zurich was workable. Withdrawn.

Ken Griffin is on record that Citadel returned to the office five days a
week, early and deliberately, and calls it his most important leadership
decision of the past seven years - framed as core apprenticeship culture
rather than a policy setting. The only contrary evidence is an anonymous
2022 Fishbowl post about Operations claiming three days minimum: four
years stale, wrong division, contradicted by the founder on record. No
official Citadel Securities Zurich policy statement could be found.

If five-day onsite holds for Zurich, it means roughly 2 to 2.5 hours of
commuting per day from Bern, or relocating - which breaks both the
Bern-based, 2-3 day hybrid bar in user_comp_bar and the "keep a Swiss
home base" constraint in user_international_mobility.

Practical constraints 5/5 -> 2/5 (language and authorization stay clean:
English working language, EU citizen, Swiss B permit). Evidence Fit
74 -> 71, still Adjacent but mid-band rather than a point below Core.

More consequential than the number: critique_framework.md treats an
unresolved location or relocation constraint as a NO-GO trigger, so the
qualifications gate passes while the practical gate does not. Phase 2 is
blocked pending an answer.

This has to be asked, not researched - the same class of question as the
SBB Anforderungsniveau K band. Recording the sequencing explicitly,
because SBB was submitted with its equivalent question still open and
that question is now a live screening topic instead of a settled fact.
Repeating it here should be a deliberate choice, not an oversight.

The Phase 1 bullet plan is written and unaffected: 11 recommended, 14
with options, budget PASS. Two items still open - the Vizrt VZ-1
C++/distributed bullet the user previously skipped on Snowflake, and
adding a Projects section for PP-1.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-26 08:30:22 +02:00
dennisthiessenandClaude Opus 5 ec5be5f2ed feat(citadel): Phase 0 for Citadel Securities Platform Engineer, Zurich
Evidence Fit 74/100, Adjacent at the top of the band, hard gate PASS
with one flagged risk. Phase 1 not started - user asked for Phase 0 only.

The stack alignment is the best in the log: zero Gaps across all seven
minimum qualifications, and all five preferred technologies (Kafka,
Kubernetes, Spark, Airflow, distributed databases) are Direct and
production-current.

What holds it at 74 is that the title-defining function splits. R2 -
ingestion, transformation, storage and lifecycle management of large
datasets - is Direct and describes SW-1/SW-7 almost word for word. R1 -
design and build the distributed research platform itself - is Adjacent,
the same authoring-vs-building shape as Aker BP, and it cannot be
written around: Scope Discipline forbids pairing a full-ownership verb
with an org-scale object, so it can only be honestly bridged.

Recorded the classification conflict rather than hiding it.
application_strategy.md says a defining responsibility that is only
Adjacent makes the role Stretch; that strict reading applies to R1. It
is filed as Adjacent because R2 is equally title-defining and is Direct,
and because Aker BP set that precedent at 79. Both cohort slots are free
either way, so the label changes nothing operationally.

Corrections the user was right about, now recorded so a later run does
not repeat them: Go is NOT a gap, because Q3 is disjunctive and Python
satisfies it outright; and a production Kafka/K8s/Spark/Airflow estate
IS a distributed system, so Q4 is Direct rather than a stretch.

Two traps written down explicitly. The $175,000-350,000 base range is a
US pay-transparency disclosure under NY law and says nothing about the
Zurich figure - it must be asked, not assumed. And the sibling reqs that
web search surfaces as closer title matches (Research Platform - Data
Platform Engineer, Research Platform Infrastructure Engineer) are dead:
404 and Cloudflare-blocked, absent from the live board. Those Built In
listings are stale.

JD saved verbatim via Playwright; WebFetch returns 403 on this host.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-25 23:24:02 +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 92a81a7dcb feat(resume): check bullet cadence variety, warn-only
An audit of all 18 packages in output/ (368 bullets) found one rhythm
running through every document: 45% of bullets used the same "X, Y and
Z" triple, and the SBB package reached 85% - 11 of 13 bullets, every
Swisscom and Bosch line - plus two adjacent bullets both opening
"Build and...".

This is a style finding, not a truth finding. Every bullet was accurate.
The corpus is clean on the axes that actually signal generated text: no
AI vocabulary (0 hits for leverage/spearheaded/robust/passionate and 56
others across 35 documents), prose em-dashes at 0.08/bullet, and PDF
metadata carrying nothing but MiKTeX pdfTeX with empty Author/Title
(0 AI tokens and 0 generator-term leaks across 69 PDFs). What is left is
cadence: ten bullets sharing one three-beat rhythm read as machine-made
even when nothing in them is false.

Guarded deliberately so it cannot do harm. cadence_checks() emits WARN
and never ERROR, the critique deduction caps at 1 point, and both the
reference and the docstring state that no claim, scope or hedged verb
may be bent to satisfy rhythm. An anti-monotony rule with teeth would be
worse than the problem - it would pressure a future run into loosening a
scoped claim to vary a sentence.

Thresholds are calibrated on the corpus, not guessed. Position length
spreads are bimodal (1-9 words, then 15-17), so the check flags a spread
of <=4, the tight tail at ~28% of positions; the first draft used <=6
and flagged the median. Also fixed the opening-verb extractor, which
read \textbf{Owned ...} as the word "textbf" and produced six false
positives on one document. Per-package warnings now run 0-3.

Docs: resume_reference.md 7a + verification step, critical_rules.md 7a,
critique_framework.md mechanics row, CLAUDE.md corrections log.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-25 09:38:19 +02:00
dennisthiessenandClaude Opus 5 e53abd4ff6 chore(log): submit SBB, close Snowflake, correct Norway lane framing
Application log updates from the 2026-08-24 scout run and the days after.

SBB Data Engineer (Asset Management, Bern, job 103755): SUBMITTED
2026-08-25. Consumes Core slot 2/7 in evidence-first-2026-01. Submitted
with the Anforderungsniveau K comp question still unresolved, against
the channel plan and the critique's closing advice, so the K band, the
design-vs-build-and-run scope question and the Kidz Care rate are now
screening-call topics rather than pre-cleared facts. Next action changed
from "call then submit" to "prep an interview brief". The stale pointer
to an /edit-resume Tier 1 fix is removed - that fix landed 2026-08-21.

Snowflake Sr SWE Enterprise (Observe): CLOSED - NO RESPONSE at 80 days
silent, past the longest real disposition in the log (Equinor, 79).
Recorded as closed_no_response, deliberately NOT as a rejection: none
was ever received, so it must not enter rejection statistics or read as
a document-quality signal. Pre-dates the cohort, so no slot is freed.
An ~86/100 package - the highest in the log - drawing no reply at all is
the strongest evidence yet that the constraint is channel, not documents.
Unblocks the Observe Metrics Platform req, which was paused only to
avoid stacking a second cold application on the same org.

Norway lane: corrected a false "closed" framing that had propagated into
the Equinor row and was used to dismiss Norwegian rows in the scout
readout. The lane is OPEN but selective. The gates are norsk working
language and NO security clearance - NOT compensation: the 180k bar is
CH-only and explicitly does not apply to Norway. Equinor, Telenor and
NATO JWC stay in the scout.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01MHtzyTKBcg6BWhD5qFegtK
2026-08-25 09:07:07 +02:00
dennisthiessenandClaude Opus 5 73336cc4f9 feat(sbb): critique the package and apply its Tier 1 fix
Critique per critique_framework.md: hard gate PASS, Evidence Fit 79/100
(Core, unchanged — a document cannot move candidate-role fit), Document
Quality 90/100, Channel Weak but uniquely upgradeable. Claim audit clean
across all 13 bullets; no Tier 1 truth findings.

The skill's own spec asks for a single 8-dimension score including a
Publications weight, which contradicts critique_framework.md and CLAUDE.md
("never collapse them into one optimistic score"). Followed CLAUDE.md and
recorded the conflict — the skill definition looks stale relative to the
July rewrite.

Tier 1 finding and fix: the JD names Abfrageleistungsoptimierung in a
required line and the document had zero occurrences of "query", despite
canonical support sitting in BS-2's 3L variant. BS-2 now reads "tuning
query performance for analysis teams working with…" and the Pipelines
skills line gains "query performance tuning". Also surfaced "agile" in
SW-3, whose canonical 2L variant records "in an agile DevOps team" and
whose absence left the JD's second required line unaddressed.

Deliberately NOT applied: the API term. claims.json SW-7 records only
"onboard source systems" and SW-2's ingestion is Oracle to Kafka, so
adding it would be vocabulary substitution rather than evidence. Left
open pending user confirmation.

Re-verified after the edit: validator PASS, forbidden-token scan PASS,
compile PASS at 2 pages, both pages re-rendered and inspected. Longest
bullet 34 words, still under the flag threshold. Document Quality 90 to
92 on relevance/terminology.

Still not submitted — held pending the Anforderungsniveau K comp answer.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WpMtWFtYkGkjSMShuTgXiB
2026-08-21 17:09:27 +02:00
dennisthiessenandClaude Opus 5 a64661e42a feat(sbb): 2-page English resume for SBB Data Engineer, Bern
13 bullets, 6 skills lines, International Tech profile in English with an
explicit Languages line naming German as mother tongue (user instruction).
Framing leads on operate-and-own — Component Ownership with on-call and
governance answers the JD's "Betrieb" and "Verantwortung für Qualität und
Nachhaltigkeit" — and carries the Bosch industrial sensor-data thread
(defect records, wafer inspection images, PCM parameters) against the
role's vorausschauende-Wartung purpose. GenAI/LLM material dropped.

Two deviations from the approved 11-bullet plan, both deliberate:
Fraunhofer keeps one combined bullet rather than zero, because dropping the
role opens an unexplained 21-month gap between Vizrt and Bosch; and BS-1 is
added as a fifth Bosch bullet, HIGH priority in the bundle and directly
relevant to an employer running a 24/7 network.

Kept the guarded page break after testing the natural flow: without it page 1
fills, but two Bosch bullets land on page 2 with no visible employer header.
Hierarchy beats page-fill, and page-fill quotas were removed on 2026-07-27.

Gates: canonical validator PASS (0 warnings), forbidden-token scan PASS (none
of the seven non-canonical JD tools present), scope-discipline scan PASS,
compile PASS at exactly 2 pages, both pages visually inspected. SW-1 and SW-7
bullets also read by eye against their claims.json forbidden lists.

Not submitted — held pending the Anforderungsniveau K comp answer.

Also fixes a KB defect found during generation: bundle_data_engineer.md §S5's
cover-letter hook read "leading the migration of our legacy stack", a
full-ownership verb on a company-scale object that contradicts claims.json
SW-1 and its own narrative thread. Rewritten, warned inline, and recorded in
the CLAUDE.md corrections log. The other four bundles are unchecked.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WpMtWFtYkGkjSMShuTgXiB
2026-08-21 16:56:48 +02:00
dennisthiessenandClaude Opus 5 787a1d937e feat(sbb): Phase 0 for SBB Data Engineer, Asset Management, Bern
Job ID 103755, posted 2026-08-20, surfaced by the 2026-08-21 scout run.
Evidence Fit 79/100 (Core, lower end), hard gate PASS. The title-defining
capability — build and operate cloud data pipelines and governed data
products — is Direct and current, unlike the AWS FDE NO-GO.

Best practical fit in the log: Bern-based, German-language, no relocation,
EU citizen plus B permit. Real strength cluster for the role's vorausschauende
Wartung purpose: Bosch fab sensor/process data, ELK/Kafka anomaly detection,
containerized ML inference, plus the condition-monitoring thesis.

Two open risks, both level and comp rather than fit: Anforderungsniveau K is
a capped GAV band whose figures are not public and must be asked, and the seat
reads lateral or below current Staff plus Component Owner scope — the same
shape declined at BKW. Level and ownership scored 9/15 for that reason.

Seven named tools are non-canonical (Snowflake, dbt, Argo Workflows, Helm,
Power BI, Spring Boot, Angular); survivable only because the JD prefixes the
stack list with "z. B.". Recorded as an accepted ATS risk, with a Phase 2
gate to keep all seven out of the generated document.

Cover letter: NO — SBB explicitly waives it.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01WpMtWFtYkGkjSMShuTgXiB
2026-08-21 16:33:39 +02:00
dennisthiessenandClaude Opus 5 cbb713ba7d chore(aws-fde): NO-GO at Phase 0 gate — 69/100 below the fit bar
User declined at the gate: 69 is not a strong enough fit to spend a package on.
Consistent with revealed behaviour — every application actually submitted scored
77.5-89; nothing below 75 has ever been sent.

No cohort slot consumed (Adjacent stays 1/2). No bullets written, no resume, no
cover letter. Phase 0 analysis retained in the session file in case a
better-fitting AWS req appears.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-18 13:02:54 +02:00
dennisthiessenandClaude Opus 5 cc109524f8 feat(aws-fde): Phase 0 for AWS Senior Forward Deployed Engineer, Zurich
Verbatim JD (amazon.jobs 10504263, posted 2026-08-17) retrieved via Playwright
and stored with the session.

Evidence Fit 69/100, Adjacent. All four Basic Qualifications are Direct, so the
minimum-qualification gate passes. Disclosed rather than buried: forward
deployment is the title-defining capability and is a Gap - SW-4, VZ-1 and
global_forbidden_output_patterns all forbid "customer-embedded delivery", and
application_strategy lists strategic-account FDE as a Stretch target. Scored
Adjacent because AWS's published minimum bar is pure software engineering and
the org is seven weeks old, hiring builders at volume.

Assets: AWS is the evidenced cloud (claims.json forbids GCP output), and Kiro -
named in the JD - is in the verified GenAI toolchain.

CL decision YES. Would consume the last Adjacent cohort slot.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-18 12:58:39 +02:00
dennisthiessenandClaude Opus 5 e09437dc27 chore(pipeline): close SDU + Google FDE III, triage 5 JDs, drop Louis Dreyfus
Pipeline:
- SDU PhD: closed, not proceeding. Prof. Jørgensen never replied to the
  2026-08-02 enquiry; user dismissed it two days before the 2026-08-20 deadline.
- Google FDE III GTM: closed, not proceeding after two Google rejections. The
  bar for a third attempt is now a very strong fit; this was Adjacent with an
  agent-orchestration gap. Frees the Adjacent cohort slot (back to 1/2).

JD triage — 5 pulled and read, 1 survives:
- SHORTLIST AWS Senior FDE Zurich: all four basic quals pass and AI/agentic is
  preferred-only, unlike the Google Senior Staff FDE where vector DB + RAG were
  minimum quals. AWS is the evidenced cloud; JD names Kiro, which he uses.
- SKIP AWS ProServe Bern (clinical pharma domain gate), AWS Principal Delivery
  Consultant (8+ yrs architecture leadership + VP+ exec comms), GitLab FDE EMEA
  (Ruby/Go hard gate), MS 200044133 (title says FDE Data Scientist, quals are
  BGP/MPLS/SD-WAN network engineering — mislabelled req).

Roster:
- Dropped Louis Dreyfus: 300 roles, all Brazil/India/Bulgaria ops, zero Swiss.
- Kept MET Group: its "0 eligible" was a filter artifact; exclusion mode reveals
  real Baar/Zug commodity-trading roles.
- Kept Equinor/Telenor/NATO. Memory corrected: the Norway lane is selective, not
  closed — the user still wants very good Norwegian roles.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-18 12:16:45 +02:00
dennisthiessenandClaude Opus 5 94913a004a chore(pipeline): record Equinor and Microsoft ISE rejections, add Google FDE III Phase 0
Equinor Manager / AI Architect (JR106747): REJECTED 2026-08-14, no interview.
79 days from submission (2026-05-27) to disposition, the longest turnaround
recorded. Pre-dates the evidence-first-2026-01 cohort (started 2026-07-27),
so it does not free an Adjacent cohort slot. Norway lane now reduced to the
open Aker BP application.

Microsoft Senior SWE, ISE Zurich (200040836): REJECTED 2026-08-11, no
interview, ~39 days. The separate Principal FDE req 200043897 is a different
pipeline and remains open.

Also carries forward uncommitted work from the 08-07 / 08-11 sessions:
- Google FDE III, Cloud GTM (78350205438567110) Phase 0 session file and
  scraped JD; Adjacent, Evidence Fit 67/100, hard gate PASS.
- Scout skip decisions: BIS jr100411 (platform admin, not data eng), two
  Google reqs gated on a C++ minimum qualification, and the FDE III
  Generative AI sibling req confirmed taken down.
- settings.local.json: allow the job_scout venv python invocation.

Every closed application to date has been Channel Weak with no interview.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
2026-08-15 22:32:33 +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
dennisthiessenandClaude Sonnet 5 d0525cc437 chore(applications): archive BIS + NATO submitted packages, ignore tmp/
Add BIS Basel and NATO JWC Stavanger application output (resume/CV, cover letter,
session file, critique) plus the Bundeswehr experience file backing the NATO
package; update session status tables in AGENTS.md/CLAUDE.md; record two new
Bash allowlist entries for the job scout venv. tmp/ is scratch working files,
now gitignored.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-07-18 21:03:45 +02:00
dennisthiessenandClaude Fable 5 2ee509bb34 feat(applications): submit Microsoft ISE Senior SWE Zürich (2026-07-03)
Microsoft — Senior Software Engineer, Industry Solutions Engineering
(ISE), Zürich, req 200040836. Applied 2026-07-03, ~7 days after posting.

- Package: 2pp resume (18 bullets) + 1pp CL (299 words), critiqued to
  85.8/100 (Pass 2). Same-day cycle: verbatim Eightfold JD fetch ->
  build -> critique 83.3 -> Tier 1+2 fixes -> 85.8 -> submit.
- Fixes applied: "model evaluation" completes the JD's RQ triple
  verbatim; open-source stack labeled in skills; summary gains LLM +
  cross-functional, on-call bound to Component Owner (precision).
- CL hooks all web-verified: ISE Engineering Fundamentals Playbook,
  SharePoint-permissions-to-RAG blog, USD 400M Swiss datacenter.
- Logs 'applied' in job_scout decisions.json, flips the CLAUDE.md
  Active Sessions row to SENT, archives the JD under JDs/.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-07-03 13:58:28 +02:00
dennisthiessenandClaude Fable 5 ad5422acb0 chore(applications): Kraken SRE rejected; Google DE advanced to Hiring Assessment
2026-06-17 status updates:
- Kraken (Payward) SRE, AI Agents -> CLOSED, REJECTED (no interview).
  Honest infra/SRE gaps (Terraform, SRE title, agent frameworks) the
  likely filter. decisions.json -> rejected.
- Google Senior Data Engineer -> ADVANCED. Resume cleared recruiter
  screen; invited to ~30-min Google Hiring Assessment (work-styles/SJT).
  Open item at recruiter stage: clarify L4/L5 + comp clears 180k+.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-06-17 13:53:09 +02:00
dennisthiessenandClaude Fable 5 cad2c230eb feat(applications): submit Google Sr Data Engineer + Kraken SRE AI Agents (2026-06-15)
Two applications sent and finalized on 2026-06-15:

- Google - Senior Data Engineer (Merchant Data Science, Zurich), 85.5/100.
  Tier-1 scope fix + both Tier-2 polish applied: re-scoped the Swisscom
  migration claim in resume B2 + CL P2 (Scope-Discipline), added project-
  delivery vocab (B4), and JD-exact 'distributed data processing' (B5).
- Kraken (Payward) - SRE, AI Agents (remote, CH-eligible), 87.2/100.
  Finalized as-is; crypto-native + production-ML edge, honest infra gaps.

Logs both as 'applied' in job_scout/state/decisions.json and flips their
CLAUDE.md Active Sessions rows to SENT. Open item for both: confirm level
and comp clear the 180k+ all-in bar at the recruiter stage.

Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
2026-06-15 19:57:18 +02:00
dennisthiessenandClaude Opus 4.8 dd2f0308c5 feat(resume): Snowflake Sr SWE Enterprise (Observe) package (sent, ~86/100)
Observability-spine framing: Bosch telemetry/observability PoC promoted to
lead, Swisscom Iceberg lakehouse + on-call/RCA. Real Ashby JD (verbatim).
Tier 1+2 critique fixes applied; Vizrt low-latency skipped per user.

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-06 20:44:30 +02:00
dennisthiessenandClaude Opus 4.8 09316a73cf feat(resume): QuantCo Cloud Engineer package (sent, ~82/100)
- Full resume + cover letter + critique for QuantCo Cloud Engineer (Zürich)
- Applied Tier 1+2 critique fixes: corrected education dates, hedged Data
  Mesh ownership, sharpened tagline/summary, added SRE token
- Mark QuantCo Cloud Engineer + Equinor as sent in trackers
- decisions.json: QuantCo Cloud Engineer -> applied

Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
2026-06-01 21:40:40 +02:00
dennisthiessenandClaude Opus 4.7 e61c4bac6d feat(equinor): tailored AI Architect resume + cover letter package
Pass 2 critique 80.0/100 (honest-stretch reach app, converged near ceiling).
Includes accuracy fix: Swisscom Data Mesh reframed from sole-build to
company-wide migration contributed to (hedged verbs); orchestration +
reference-architecture surfaced; removed -ing bullet trailers; CL trimmed
to 300 words with matching ownership hedge.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-27 20:58:58 +02:00
dennisthiessenandClaude Opus 4.7 3b07c4b900 feat(job_scout): expand to 19 companies + new adapters, filters, dedup
- New SmartRecruiters adapter (EU energy/commodity firms)
- Add data-infra US tech (Confluent/GitLab/ClickHouse/Grafana) and
  commodity/energy traders (MET Group/Vitol/Louis Dreyfus)
- Headless stealth (navigator.webdriver mask + chrome fingerprint) — unblocks
  Google; also enabled Meta and Cisco scraping
- Tight title prefilter + title-only scoring + cross-region dedup so
  high-volume all-remote boards don't flood the report
- Remove Canonical (below-market pay, poor culture) and IBM Research
  (research-scale pay below bar; weak data-eng fit) per reputation review

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-22 12:38:35 +02:00
dennisthiessen 1fde4c6b34 first commit 2026-05-21 11:07:51 +02:00
Akhil Reddy Peeketi c51b49882f Initial release — claude-resume-kit v1.0
Complete AI-assisted resume/CV generation framework:
- 6 Claude Code skills (setup-extract, setup-build-kb, make-resume, make-cl, edit-resume, critique)
- LaTeX templates (resume, CV, cover letter) with .cls class files
- 6 reference docs (shared_ops, resume_reference, cl_reference, critical_rules, session_file_template, critique_framework)
- Fictional Dr. Jordan Chen examples (extraction, experience, bundle, config, session, JD)
- Knowledge base scaffolding and config template
- README with setup guide and workflow documentation
2026-03-09 02:42:10 -06:00