feat: rebuild evidence-first application workflow
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@@ -1,236 +1,83 @@
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% TEMPLATE: Resume (resume.cls) -- structural reference for Claude generation
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% Copy this structure exactly. Replace [GENERATE: ...] placeholders with JD-tailored content.
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% FIXED sections: contain actual data -- never modify during generation
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% GENERATE sections: Claude fills in per JD using the uploaded bundle
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%
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% SETUP INSTRUCTIONS:
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% 1. Fill [CONFIG: ...] markers with values from your config.md
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% 2. Fill FIXED sections (Education, Awards, etc.) with your actual content
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% 3. Leave [GENERATE: ...] markers -- Claude fills these per JD
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% 4. Calibrate page budget after filling FIXED content (compile + count lines)
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
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% Default profile: International Tech resume for US-tech/FAANG-style roles in Europe.
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% Copy this file and resume.cls into a new output folder. Generate only from
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% resume_builder/canonical/claims.json plus normalized experience files.
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\documentclass{resume}
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\usepackage{hyperref}
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\usepackage{enumitem}
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\usepackage{fontawesome}
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\usepackage{tikz}
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\usepackage{graphicx}
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\hypersetup{
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colorlinks = true,
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linkcolor = [rgb]{0.9,0.4,0.4},
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anchorcolor = [rgb]{0.9,0.4,0.4},
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citecolor = [rgb]{0.4,0.4,0.4},
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filecolor = [rgb]{0.4,0.4,0.4},
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urlcolor = [rgb]{0.0,0.0,0.99},
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}
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\usepackage[utf8]{inputenc}
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\usepackage[T1]{fontenc}
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\usepackage{lmodern}
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\usepackage[a4paper,left=0.65in,right=0.65in,top=0.55in,bottom=0.55in]{geometry}
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\usepackage{xcolor}
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\usepackage[version=4,arrows=pgf-filled]{mhchem}
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\usepackage[includefoot,left=0.5in,top=0.5in,right=0.5in,bottom=0.2in,textwidth=7.5in,textheight=10.8in]{geometry}
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\usepackage{hyperref}
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\hypersetup{hidelinks}
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\usepackage[version=4]{mhchem}
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\usepackage{fancyhdr}
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\pagestyle{fancy}
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\fancyhf{}
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\renewcommand{\headrulewidth}{0pt}
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\fancyfoot[R]{\hfill \thepage/\pageref{LastPage}}
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\newcommand{\tab}[1]{\hspace{.2667\textwidth}\rlap{#1}}
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\newcommand{\itab}[1]{\hspace{0em}\rlap{#1}}
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\fancyfoot[R]{\small \thepage/\pageref{LastPage}}
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%----------------------------------------------------------------------------------------
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% HEADER — FIXED (fill from config.md)
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%----------------------------------------------------------------------------------------
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% FIXED: Name -- from config.md
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\name{[CONFIG: Full Name, Degree]}
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% FIXED: Links -- include whichever you have; delete unused lines
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\address{\href{[CONFIG: website URL]}{[CONFIG: site display]} \\ \href{[CONFIG: LinkedIn URL]}{LinkedIn} \\ \href{[CONFIG: Google Scholar URL]}{Google Scholar}}
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% FIXED: Contact
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\address{[CONFIG: email] \\ [CONFIG: phone]}
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% GENERATE: Relocation target per JD
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\address{[CONFIG: City, State] (Open to relocation to [Target City])}
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% GENERATE: Tagline -- rewrite per JD using bundle Section 2 building blocks
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% Use $\vert$ as separator between tagline phrases
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\address{{[GENERATE: Role Title $\vert$ Domain Specialty $\vert$ Key Method or Impact]}}
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\name{Dennis Thiessen, M.Eng.}
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% Tailor this professional identity only within verified evidence.
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\headline{Staff Data Engineer $\vert$ AWS Data Platforms $\vert$ Production ML Delivery}
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% Optional when relevant: Swiss B permit; no employer sponsorship required.
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\contactline{Bern, Switzerland $\vert$ \href{mailto:dennis@thiessen.io}{dennis@thiessen.io} $\vert$ +41 795 955 585 $\vert$ \href{https://linkedin.com/in/dennis-thiessen}{LinkedIn}}
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\begin{document}
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%----------------------------------------------------------------------------------------
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% GENERATION REFERENCE (for Claude -- not rendered in PDF)
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%----------------------------------------------------------------------------------------
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% CHARACTER LIMITS (rendered chars — strip \textbf{}, \textit{}, \ce{}, $..$ before counting):
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% Chars per line (CPL): ~111-115 at 10pt (varies with char width distribution)
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%
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% Resume-1L bullet: target 105-111 chars | HARD MAX 117
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% Resume-2L bullet: target 189-205 chars | HARD MAX 218 | orphan >= 78 chars
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%
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% AIM FOR TARGET MIDDLE (200 for 2L) — NOT the hard max.
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% Em-dash (---) counts as 1 char but renders ~2x wide. Budget 2 extra per em-dash.
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% Bold in bullets: ~0.42 penalty/bold char (10 bold chars ≈ lose 4 chars capacity).
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%
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% PAGE FILL BUDGET:
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% After filling FIXED sections, compile and count rendered lines per page.
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% Remaining lines = your variable bullet budget.
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% Example for 2-page resume with 5 skill groups:
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% Skills 4-3-2-2-2 (13 lines): ~21 variable bullets (2L each)
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% Skills 4-4-2-2-2 (14 lines): ~20 variable bullets
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% Variable bullets = sum of all GENERATE position bullets
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% FIXED position bullets are NOT counted in the variable budget.
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%
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% POSITION FORMAT (FLIPPED):
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% Bold line = JD-customized domain theme (strongest customization lever)
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% Subtitle (italic) = formal role + institution
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% FIXED positions keep the same theme in every resume.
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\vspace{-0.15cm}
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%----------------------------------------------------------------------------------------
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% SUMMARY — GENERATE per JD
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%----------------------------------------------------------------------------------------
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% GENERATE: Rewrite per JD using bundle Section 2 building blocks
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% 5 body lines (4-5 sentences). Lead with years of experience + primary methods.
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% End with publication/citation metrics if applicable.
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% Max 1 paragraph -- no line breaks.
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\begin{rSection}{Summary}
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[GENERATE: [Domain] scientist with [N]+ years combining \textbf{[primary method]} and \textbf{[secondary method]} for [application domain]. [1-2 sentences on key accomplishments tailored to JD]. [Metrics: publications, citations, awards if applicable].]
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Staff data engineer with 12+ years of production software experience across telecom, semiconductor manufacturing, broadcast technology and insurance. Owns business-critical pipeline components at Swisscom and previously integrated containerized ML inference into a continuously operating Bosch semiconductor fab.
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\end{rSection}
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\vspace{-0.15cm}
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%----------------------------------------------------------------------------------------
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% TECHNICAL SKILLS — GENERATE per JD (Format C)
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%----------------------------------------------------------------------------------------
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% GENERATE: 5 groups in Format C (categorized dash sub-items)
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% Default config from config.md (e.g. 4-3-2-2-2 = 13 content lines)
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% Load skills_taxonomy.md to map JD keywords to skill entries
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% Group names are JD-customizable; order most JD-relevant first
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% Bold 6-8 tools that most directly match JD keywords
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% Each dash item = exactly 1 rendered line (~105-111 chars), no wrapping
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\begin{rSection}{Technical Skills}
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% FORMAT C: Use \skillgroup{} and \skilldash{} commands from resume.cls
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% Each \skilldash = exactly 1 rendered line. Char limit: 119 - (0.5 x bold_chars)
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\skillline{Languages}{Python, SQL; Java and C\# (professional, historical); C++ and JavaScript (limited historical use)}
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\skillline{Data}{Apache Kafka, Airflow, PySpark, Oracle, Teradata, Hadoop/Impala, data products, metadata and governance}
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\skillline{Cloud and platform}{AWS (S3, Glue, Athena/Iceberg, Redshift), CloudFormation, Kubernetes, Docker, GitLab CI/CD, Ansible}
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\skillline{ML delivery}{Production inference deployment and support, on-call operations; ELK, Grafana and Prometheus proof-of-concept work}
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\skillline{Certifications}{AWS Solutions Architect -- Associate; Data Engineering with AWS; iSAQB CPSA-F; ITIL Foundation}
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\end{rSection}
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\begin{skillgroup}{[GENERATE: Most JD-Relevant Domain]}
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\skilldash{[GENERATE: tools, methods — max ~105-111 chars with bold penalty]}
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\skilldash{[GENERATE]}
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\skilldash{[GENERATE]}
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\end{skillgroup}
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\begin{rSection}{Professional Experience}
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\begin{skillgroup}{[GENERATE: Second Domain]}
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\skilldash{[GENERATE]}
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\skilldash{[GENERATE]}
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\end{skillgroup}
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\begin{rSubsection}{Swisscom (Schweiz) AG}{Oct 2023 -- Present}{Staff Data, Analytics \& AI Engineer (promoted from Senior, Apr 2025)}{Bern, Switzerland}
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\item Own Fulfillment ETL pipeline components as Component Owner, covering production operation, data quality, governance, incidents and on-call obligations across Oracle, Kafka, Python and Teradata processing.
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\item Migrated pipelines in the Fulfillment and Product Analysis domains onto Swisscom's AWS platform using Glue, Athena/Iceberg, Redshift, Airflow and CloudFormation while contributing to the wider migration programme.
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\item Build governed data products and active metadata within Swisscom's company-wide Data Mesh, supporting discoverable data access for analytics and AI use cases.
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\item Build and operate Python data applications on Kubernetes with GitLab CI/CD, covering containerized delivery from test through production operation.
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\end{rSubsection}
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\end{rSection}
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\begin{skillgroup}{[GENERATE: Third Domain]}
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\skilldash{[GENERATE]}
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\end{skillgroup}
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% Default two-page balance: keep the most recent role on page 1 and start the
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% second major evidence block on page 2. Recheck this break after tailoring.
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\newpage
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\begin{skillgroup}{[GENERATE: Fourth Domain]}
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\skilldash{[GENERATE]}
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\end{skillgroup}
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\begin{rSection}{Professional Experience (continued)}
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\begin{rSubsection}{Robert Bosch Semiconductor Manufacturing Dresden GmbH}{Feb 2020 -- Dec 2022}{Senior Engineer, Data Analysis (Data \& ML Engineering)}{Dresden, Germany}
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\item Integrated containerized ML inference with Docker, Kubernetes and Ansible into a continuously operating semiconductor-fab environment for automated image-based defect classification.
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\item Served as Application Owner for analytics applications and upstream pipelines, defining SLOs and transition scope while coordinating vendors, user training and documentation.
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\item Developed Python, Java and C\# data services over Oracle and Hadoop/Impala for defect-management and process-analysis teams.
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\item Co-owned the TIBCO Spotfire environment, built C\# extensions and wafer-map visualizations, and co-presented the work at TIBCO Analytics Forum 2022.
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\end{rSubsection}
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\begin{skillgroup}{[GENERATE: Programming \& Tools]}
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\skilldash{[GENERATE]}
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\end{skillgroup}
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\begin{rSubsection}{Fraunhofer CML}{Sep 2018 -- Oct 2019}{Research Software Engineer}{Hamburg, Germany}
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\item Set up Jenkins CI/CD with quality gates, developed C\#/.NET software and built containerized microservices for maritime research platforms.
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\end{rSubsection}
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\begin{rSubsection}{Vizrt}{Jul 2017 -- May 2018}{Test Automation / DevOps Engineer}{Bergen, Norway}
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\item Contributed Python and C++ engineering to a distributed video-transcoding backend and developed automated audio/video integration tests connected to CI/CD quality gates.
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\end{rSubsection}
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\begin{rSubsection}{Generali Deutschland Informatik Services GmbH}{May 2015 -- Jun 2017}{IT Consultant}{Hamburg, Germany}
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\item Introduced BDD test automation through a proof of concept, held technical responsibility for the suite and Jenkins jobs, and trained colleagues in the Java community.
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\end{rSubsection}
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\end{rSection}
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\vspace{-0.15cm}
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%----------------------------------------------------------------------------------------
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% EXPERIENCE — GENERATE bullets per JD; position headers are FIXED
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%----------------------------------------------------------------------------------------
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% Add one rSubsection per position. Most recent first.
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% FLIPPED format: Bold line = JD-customized theme; italic = formal role + institution.
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% Mark any position as FIXED if its bullets never change across JDs.
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\begin{rSection}{Research Experience}
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% --- Position 1 (most recent) ---
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% GENERATE: Select bullets from bundle; bold theme line customized to JD
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\begin{rSubsection}{[GENERATE: JD-Customized Theme]}{\textcolor{black!60}{[FIXED: Start -- End]}}{[FIXED: Title, Institution]}{}
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\item [GENERATE: Bullet 1 -- strongest JD-relevant accomplishment]
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\item [GENERATE: Bullet 2]
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\item [GENERATE: ...]
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\end{rSubsection}
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% --- Position 2 ---
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\begin{rSubsection}{[GENERATE: JD-Customized Theme]}{\textcolor{black!60}{[FIXED: Start -- End]}}{[FIXED: Title, Institution]}{}
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\item [GENERATE: Bullet 1]
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\item [GENERATE: ...]
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\end{rSubsection}
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% --- Position 3 ---
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\begin{rSubsection}{[GENERATE: JD-Customized Theme]}{\textcolor{black!60}{[FIXED: Start -- End]}}{[FIXED: Title, Institution]}{}
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\item [GENERATE: Bullet 1]
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\item [GENERATE: ...]
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\end{rSubsection}
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% --- Optional: FIXED position (e.g. early-career internship that never changes) ---
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% Uncomment and fill if you have a short position whose bullets are always the same:
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% \begin{rSubsection}{[FIXED: Theme]}{\textcolor{black!60}{[FIXED: Dates]}}{[FIXED: Title, Institution]}{}
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% \item [FIXED: Bullet — same in every resume]
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% \item [FIXED: Bullet — same in every resume]
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% \end{rSubsection}
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\end{rSection}
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\vspace{-0.15cm}
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%----------------------------------------------------------------------------------------
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% EDUCATION — FIXED: Fill with your actual education
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%----------------------------------------------------------------------------------------
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% Each entry: {Degree (honors)} \hfill {Years} \\ {Institution}, Location \hfill GPA
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\begin{rSection}{Education}
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{[FIXED: Degree Title]} \hfill {\textcolor{black!60}{[FIXED: Start -- End]}}\\
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{[FIXED: Institution]}, [FIXED: Location] \hfill GPA: \textbf{[FIXED]}/[FIXED]
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\compactentry{M.Eng. Computer Aided Engineering (Software Design \& Engineering), Universität der Bundeswehr München}{Apr 2012 -- Oct 2013}
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Thesis at Tongji University, Shanghai: \textit{Development of a Web-Based Remote Fault Diagnosis System}; grade 1.0.
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{[FIXED: Degree Title]} \hfill {\textcolor{black!60}{[FIXED: Start -- End]}}\\
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{[FIXED: Institution]}, [FIXED: Location] \hfill GPA: \textbf{[FIXED]}/[FIXED]
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\compactentry{B.Eng. Information and Telecommunication Technologies, Universität der Bundeswehr München}{Oct 2009 -- Oct 2012}
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\end{rSection}
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\vspace{-0.15cm}
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%----------------------------------------------------------------------------------------
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% SELECTED PUBLICATIONS — GENERATE: Claude picks 5 per JD relevance
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%----------------------------------------------------------------------------------------
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% GENERATE: Score publications per JD relevance using pub_metadata.md
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% Copy-paste FIXED author + journal LaTeX blocks from pub_metadata.md
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% GENERATE JD-shortened title + JD-relevant keyword tags at runtime
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% 2-line hard limit per entry, last line >= 70% filled
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% Prioritize: first-author > co-first > contributing; high-impact > standard
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\begin{rSection2}{Selected Publications (\href{[CONFIG: Google Scholar URL]}{Google Scholar}: [FIXED: N] papers $\vert$ [FIXED: N]+ citations)}
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\item [GENERATE: Publication 1 -- most JD-relevant, short format]
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\item [GENERATE: Publication 2]
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\item [GENERATE: Publication 3]
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\item [GENERATE: Publication 4]
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\item [GENERATE: Publication 5]
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\end{rSection2}
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\vspace{-0.15cm}
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%----------------------------------------------------------------------------------------
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% HONORS & AWARDS — FIXED: Fill with your actual awards
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%----------------------------------------------------------------------------------------
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% Format: \item \textbf{Award}, Granting Body (Year). Brief context.
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% Aim for 1 rendered line each. Adjust count to fit page budget.
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\begin{rSection2}{Honors \& Awards}
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\item \textbf{[FIXED: Award]}, [FIXED: Body] ([FIXED: Year]). [FIXED: context].
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\item \textbf{[FIXED: Award]}, [FIXED: Body] ([FIXED: Year]). [FIXED: context].
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\item \textbf{[FIXED: Award]}, [FIXED: Body] ([FIXED: Year]). [FIXED: context].
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\end{rSection2}
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\vspace{-0.1cm}
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%----------------------------------------------------------------------------------------
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% IMMIGRATION — FIXED content, include/exclude per JD
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% USA JD: keep this block | Non-USA JD: delete (frees ~2 lines)
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%----------------------------------------------------------------------------------------
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\begin{center}
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\vspace{0.15cm}
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\textit{[CONFIG: Immigration status line from config.md]}
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\end{center}
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\end{document}
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Reference in New Issue
Block a user