Mamata Manjari Sahoo
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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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[ 7 ]
Proven capabilities
From your skill graph

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[ 13 ]
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: 20 · CONNECTIVITY FACTOR: 0.35
Skill constellation: 20 skills, 0 interview-verified.ADVANCED EXCELAVERAGEBUSINESS INSIGHTSCUSTOM DASHBOARDSDATA CLEANINGDATA FORMATTING & STRUCTURINGEXCEPTION REPORTINGGENERATIVE AIJUPYTER NOTEBOOKKPI REPORTINGMATPLOTLIBNUMPYPANDASPIVOT TABLESPOWER BISQLSQL (MYSQL)STORYTELLING WITH DATAVLOOKUPPYTHON
  • Advanced Excel: self-declared, 0 evidence items
  • AVERAGE: self-declared, 0 evidence items
  • Business Insights: self-declared, 0 evidence items
  • Custom Dashboards: self-declared, 0 evidence items
  • Data Cleaning: self-declared, 2 evidence items, linked to Project: E-Commerce Customer Churn Analysis, Project: Recruitment Analytics & Optimization
  • Data Formatting & Structuring: self-declared, 0 evidence items
  • Exception Reporting: self-declared, 0 evidence items
  • Generative AI: self-declared, 0 evidence items
  • Jupyter Notebook: self-declared, 2 evidence items, linked to Project: e-commerce-customer-churn-analysis, Project: HR-analysis
  • KPI Reporting: self-declared, 0 evidence items
  • Matplotlib: self-declared, 0 evidence items
  • NumPy: self-declared, 1 evidence items, linked to Project: Recruitment Analytics & Optimization
  • Pandas: self-declared, 1 evidence items, linked to Project: Recruitment Analytics & Optimization
  • Pivot Tables: self-declared, 0 evidence items
  • Power BI: self-declared, 2 evidence items, linked to Project: E-Commerce Customer Churn Analysis, Project: e-commerce-customer-churn-analysis
  • Python: self-declared, 3 evidence items, linked to Project: E-Commerce Customer Churn Analysis, Project: Recruitment Analytics & Optimization, Project: e-commerce-customer-churn-analysis
  • SQL: self-declared, 2 evidence items, linked to Project: E-Commerce Customer Churn Analysis, Project: e-commerce-customer-churn-analysis
  • SQL (MySQL): self-declared, 0 evidence items
  • Storytelling with data: self-declared, 0 evidence items
  • VLOOKUP: self-declared, 0 evidence items

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Capability chambers

Deep dives by domain.

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DOMAIN 01 // DOMAIN

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Data Cleaning

DOMAIN 02 // TOOL

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Jupyter Notebook

DOMAIN 03 // FRAMEWORK

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NumPy

DOMAIN 04 // FRAMEWORK

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Pandas

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