Skills

Skills on the record

Grouped by category — level, evidence count, and strength mix only from what's in your graph.

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[ 6 ]
Proven capabilities
From your skill graph

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[ 17 ]
Unverified claims
Still open on the graph

Skill clusters

How domains connect in your graph.

Verified coreEdge dependency

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What they can prove

Proven Unproven

INTERVIEW-VERIFIED CAPABILITY (PROVEN)SELF-DECLARED STACK
GRAPH NODES: 23 · CONNECTIVITY FACTOR: 0.26
Skill constellation: 23 skills, 0 interview-verified.CLUSTERING/SEGMENTATIONDATA INTERPRETATION & TRANSFORMATIONDATA STRUCTURING & STANDARDISATIONEXCELFASTAPIGITGOOGLE CLOUD PLATFORMJAVASCRIPTJUPYTER NOTEBOOKMATPLOTLIBMYSQLNUMPYPOWER BIPYTHONQUALITY CHECKSROOT CAUSE ANALYSISSCIKIT-LEARNSEABORNSQLSQL SERVERSQLALCHEMYTREND & OUTLIER DETECTIONPANDAS
  • clustering/segmentation: self-declared, 0 evidence items
  • data interpretation & transformation: self-declared, 0 evidence items
  • data structuring & standardisation: self-declared, 0 evidence items
  • Excel: self-declared, 0 evidence items
  • FastAPI: self-declared, 0 evidence items
  • Git: self-declared, 0 evidence items
  • Google Cloud Platform: self-declared, 0 evidence items
  • JavaScript: self-declared, 0 evidence items
  • Jupyter Notebook: self-declared, 0 evidence items
  • Matplotlib: self-declared, 0 evidence items
  • MySQL: self-declared, 0 evidence items
  • NumPy: self-declared, 0 evidence items
  • Pandas: self-declared, 2 evidence items, linked to Project: E-Commerce Sales & Customer Segmentation, Project: Tech Industry Layoffs & Data Science Salary Analysis
  • Power BI: self-declared, 0 evidence items
  • Python: self-declared, 2 evidence items, linked to Project: E-Commerce Sales & Customer Segmentation, Project: Tech Industry Layoffs & Data Science Salary Analysis
  • quality checks: self-declared, 0 evidence items
  • root cause analysis: self-declared, 0 evidence items
  • Scikit-learn: self-declared, 1 evidence items, linked to Project: E-Commerce Sales & Customer Segmentation
  • Seaborn: self-declared, 1 evidence items, linked to Project: Tech Industry Layoffs & Data Science Salary Analysis
  • SQL: self-declared, 1 evidence items, linked to Project: Tech Industry Layoffs & Data Science Salary Analysis
  • SQL Server: self-declared, 1 evidence items, linked to Project: Tech Industry Layoffs & Data Science Salary Analysis
  • SQLAlchemy: self-declared, 0 evidence items
  • trend & outlier detection: self-declared, 0 evidence items

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Capability chambers

Deep dives by domain.

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DOMAIN 01 // FRAMEWORK

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Pandas

DOMAIN 02 // LANGUAGE

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Python

DOMAIN 03 // FRAMEWORK

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Scikit-learn

DOMAIN 04 // FRAMEWORK

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Seaborn

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