EVIDENCE DOSSIER
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// CAPABILITY AUDIT & TAXONOMY · SECTION 02

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Audited Technical Competencies & Knowledge Graph

Every listed capability is backed by static AST code analysis, live system design transcripts, or cryptographic peer attestation. Raw artifacts linked directly to commit shas and signed peer reviews.

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[ 11 ]
Proven Capabilities
Exhaustive AST match

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[ 33 ]
Unverified Claims
Absolute proof floor
// FORCE GRAPH TOPOLOGY

Domain Cluster & Dependency Architecture

Verified Core (99%)Edge Dependency

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CAPABILITY MAPPING // 04

Verified Skill Constellation

INTERVIEW-VERIFIED CAPABILITY (PROVEN)SELF-DECLARED STACK
GRAPH NODES: 44 · CONNECTIVITY FACTOR: 0.25
Skill constellation: 44 skills, 0 interview-verified.AI ENGINEERINGARDUINOAWS GENERATIVE AI TOOLSC++CORRELATION AND TREND ANALYSISDATA ANALYTICSDATA CLEANINGDATA VALIDATIONDATA VISUALIZATIONDESCRIPTIVE STATISTICSEDAEVENT LOGISTICSEXCELEXPLORATORY DATA ANALYSISFEATURE ANALYSISGENERATIVE AIGIT/GITHUBHYPOTHESIS TESTINGIOTJUPYTERLLMSMATPLOTLIBMICROSOFT AZURE AI ESSENTIALSMISSING-VALUE AND OUTLIER HANDLINGMODEL EVALUATIONMULTI-CLASS CLASSIFICATIONMULTI-SOURCE DATA INTEGRATIONNUMPYOPENCVPANDASPOWER BIPREDICTIVE MODELINGPROMPT ENGINEERINGPYTHONREGRESSIONRESPONSIBLE AI PRACTICESSCIKIT-LEARNSEABORNSQLSUPERVISED LEARNINGTABLEAUTEAM COLLABORATIONTENSORFLOWCLASSIFICATION
  • AI Engineering: self-declared, 0 evidence items
  • Arduino: self-declared, 0 evidence items
  • AWS generative AI tools: self-declared, 0 evidence items
  • C++: self-declared, 0 evidence items
  • Classification: self-declared, 2 evidence items, linked to Project: Delhi AQI Analysis & Prediction, Project: Delhi air-quality analysis and AQI prediction
  • Correlation and trend analysis: self-declared, 0 evidence items
  • Data Analytics: self-declared, 1 evidence items, linked to Project: Hospital Patient Data Analytics
  • Data cleaning: self-declared, 0 evidence items
  • Data validation: self-declared, 0 evidence items
  • Data Visualization: self-declared, 1 evidence items, linked to Project: Delhi AQI Analysis
  • Descriptive statistics: self-declared, 0 evidence items
  • EDA: self-declared, 0 evidence items
  • Event Logistics: self-declared, 0 evidence items
  • Excel: self-declared, 1 evidence items, linked to Project: Retail Sales Analysis
  • Exploratory data analysis: self-declared, 0 evidence items
  • Feature analysis: self-declared, 0 evidence items
  • Generative AI: self-declared, 0 evidence items
  • Git/GitHub: self-declared, 0 evidence items
  • Hypothesis testing: self-declared, 0 evidence items
  • IoT: self-declared, 0 evidence items
  • Jupyter: self-declared, 0 evidence items
  • LLMs: self-declared, 0 evidence items
  • Matplotlib: self-declared, 1 evidence items, linked to Project: Delhi AQI Analysis
  • Microsoft Azure AI Essentials: self-declared, 0 evidence items
  • Missing-value and outlier handling: self-declared, 0 evidence items
  • Model evaluation: self-declared, 0 evidence items
  • Multi-class classification: self-declared, 0 evidence items
  • Multi-source data integration: self-declared, 0 evidence items
  • NumPy: self-declared, 1 evidence items, linked to Project: Delhi AQI Analysis
  • OpenCV: self-declared, 0 evidence items
  • Pandas: self-declared, 1 evidence items, linked to Project: Delhi AQI Analysis
  • Power BI: self-declared, 2 evidence items, linked to Project: Retail Sales Analysis, Project: Hospital Patient Data Analytics
  • Predictive modeling: self-declared, 0 evidence items
  • Prompt engineering: self-declared, 0 evidence items
  • Python: self-declared, 2 evidence items, linked to Project: Delhi AQI Analysis & Prediction, Project: Delhi AQI Analysis
  • Regression: self-declared, 0 evidence items
  • Responsible AI practices: self-declared, 0 evidence items
  • Scikit-learn: self-declared, 0 evidence items
  • Seaborn: self-declared, 1 evidence items, linked to Project: Delhi AQI Analysis
  • SQL: self-declared, 1 evidence items, linked to Project: Retail Sales Analysis
  • Supervised learning: self-declared, 0 evidence items
  • Tableau: self-declared, 0 evidence items
  • Team Collaboration: self-declared, 0 evidence items
  • TensorFlow: self-declared, 0 evidence items

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// FORENSIC EVALUATION · DEEP PROOF

Verified Core Capability Chambers

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DOMAIN 01 // DOMAIN

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Classification

DOMAIN 02 // DOMAIN

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Data Analytics

DOMAIN 03 // DOMAIN

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Data Visualization

DOMAIN 04 // TOOL

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Excel

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EXECUTIVE CANDIDATE INTAKE

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