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Designs QC, corrects signal drift, removes batch effects, filters features, normalizes samples, and imputes missing values for untargeted LC-MS/GC-MS metabolomics, framing each step as a measurement model that can create or erase biological signal. Use when processing a peak/feature table before ...
Maps between gene identifier systems (Ensembl, Entrez, HGNC symbol, UniProt, RefSeq, MANE) using AnnotationDbi, biomaRt, mygene, pyensembl, and Ensembl REST. Encodes Ensembl version stripping with GENCODE _PAR_Y preservation, the Ziemann 2016 Excel autocorrect debacle and Bruford 2020 HGNC rename...
Predict miRNA target genes using sequence-based algorithms and database lookups. Use when identifying potential mRNA targets of differentially expressed or functionally important miRNAs.
Reviews Swift/iOS code for adherence to modern Swift idioms, Apple platform best practices, architecture patterns, and code quality standards. Use when user mentions best practices, code review, clean code, refactoring, or wants to improve code quality.
Brainstorm and rank iOS/macOS app ideas tailored to developer skills. Use when user says "what should I build", "give me app ideas", "I don't know what to build", "brainstorm app ideas", or "help me find an app idea".
Codified expertise for customs documentation, tariff classification, duty optimisation, restricted party screening, and regulatory compliance across multiple jurisdictions.
Expert in launching small, focused SaaS products fast - the indie
Build a structured sales forecast framework for any business or team. Use when asked to build a sales forecast, create a revenue model, project pipeline, or build a bottom-up forecast. Produces a forecast methodology, pipeline model, scenario analysis, and assumption log.
Tabellen- und Matrix-Fabrik für M&A: baut DD-Grids, Risk Heatmaps, Issue Lists, CP-Tracker, Authority-Matrizen, Disclosure-Schedules und Registerabgleich als direkt nutzbare Tabellen.
Strafverteidiger erhaelt Strafakte nach § 147 StPO Akteneinsicht und will diese strukturiert aufbereiten. Wirtschaftsstrafverfahren BtM-Verfahren Vermögensdelikte komplexe Strafverfahren. Sechs Übersichten: Aktenvorblatt Personenverzeichnis Tatkomplex-Vorwurfsverzeichnis Beziehungsverzeichnis Chr...
Checkliste Forderungsdatenraum Factoring: prüft die einschlägigen Voraussetzungen, Dokumente, Risiken und Ausnahmen. Norm-/Quellenanker: KWG § 1 Abs. 1a Satz 2 Nr. 9, § 32 KWG, BaFin-Merkblatt Factoring, BGB §§ 398 ff., HGB § 354a, ZAG, GwG, DSGVO im Factoring Recht.
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