Mayur Kumar
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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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[ 39 ]
Proven capabilities
From your skill graph

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[ 73 ]
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: 112 · CONNECTIVITY FACTOR: 0.35
Skill constellation: 112 skills, 0 interview-verified.AMAZON EC2AMAZON S3ANALYTICSAPACHE AIRFLOWAPPLIED MATHEMATICSARIMAARMAASTRO CLIAWS EC2BACK-END WEB DEVELOPMENTBASHBIG DATABUSINESS ANALYSISCIVIL AVIATIONCLASSIFICATIONCNNCODE REFACTORINGDATA ANALYSISDATA MODELINGDATA PIPELINESDATA PREPARATIONDATA PROCESSINGDATA RECOVERYDATA REPORTINGDATA SCIENCEDATA VISUALIZATIONDATABASE MANAGEMENT SYSTEM (DBMS)DEBUGGINGDEEP LEARNINGDELIVERY PERFORMANCEDEMOGRAPHIC ANALYSISDISTRIBUTION ANALYSISDOCKEREDAENGLISHETLEXPLORATORY DATA ANALYSISEXPONENTIAL SMOOTHINGFEATURE ENGINEERINGFINANCIAL METRICSFINBERTFLASKGITGNN / GRAPHSAGEGOOGLE COLABGRAPHSAGE GNNHINDIHTMLHYPOTHESIS TESTINGJAVASCRIPTJUPYTERJUPYTER NOTEBOOKKERASKPI REPORTINGLLMMACHINE LEARNINGMATPLOTLIBMICROSOFT EXCELMICROSOFT POWER BIMISTRAL-7BMLFLOWMODEL VALIDATIONMONGODBMULTILINGUAL NLPMYSQLNATURAL LANGUAGE PROCESSING (NLP)NEURAL LANGUAGE MODELSNLPNUMPYPANDASPIPELINE ENGINEERINGPOLICY DEVELOPMENTPOSTGRESQLPOWER BIPREDICTIVE ANALYTICSPREFECTPRODUCT ANALYSISPRODUCT VISUALIZATIONPYTHONPYTHON (PROGRAMMING LANGUAGE)PYTORCHRR (PROGRAMMING LANGUAGE)REGRESSIONREGRESSION TESTINGREST APIREST APISREVENUE GENERATIONSALES TRACKINGSATSCANSCIKIT-LEARNSCIPYSEABORNSENTIMENT ANALYSISSERVICE-LEVEL AGREEMENTS (SLA)SPATIAL ANALYSISSQLSTATISTICAL MODELINGSTATISTICSSTRATEGIC PLANNINGTABLEAUTENSORFLOWTEXT PREPROCESSINGTIME SERIES ANALYSISTIME SERIES FORECASTINGTOKENIZATIONTRANSFORMERSTREND FOLLOWING (TRADING)VS CODEWEB APPLICATION DEVELOPMENTWORD PROCESSINGLSTM
  • Amazon EC2: self-declared, 0 evidence items
  • Amazon S3: self-declared, 0 evidence items
  • Analytics: self-declared, 1 evidence items, linked to Project: Retail Sales Analytics Dashboard
  • Apache Airflow: self-declared, 2 evidence items, linked to Project: Weather ETL Pipeline, Project: Weather ETL Pipeline using Apache Airflow
  • Applied Mathematics: self-declared, 0 evidence items
  • ARIMA: self-declared, 2 evidence items, linked to Project: Civil Aviation Time Series Analysis, Project: Time Series Forecasting for the Aviation Industry
  • ARMA: self-declared, 1 evidence items, linked to Project: Time Series Forecasting for the Aviation Industry
  • Astro CLI: self-declared, 0 evidence items
  • AWS EC2: self-declared, 1 evidence items, linked to Project: Sentiment Analysis with Deep Learning and MLOps
  • Back-End Web Development: self-declared, 0 evidence items
  • Bash: self-declared, 0 evidence items
  • Big Data: self-declared, 0 evidence items
  • Business Analysis: self-declared, 0 evidence items
  • Civil Aviation: self-declared, 1 evidence items, linked to Project: Civil Aviation Time Series Analysis
  • Classification: self-declared, 1 evidence items, linked to Project: Sentiment Classification with Deep Learning
  • CNN: self-declared, 2 evidence items, linked to Project: Sentiment Classification with Deep Learning, Project: Sentiment Analysis with Deep Learning and MLOps
  • Code Refactoring: self-declared, 0 evidence items
  • Data Analysis: self-declared, 1 evidence items, linked to Project: Exploratory Data Analysis (EDA) of AMCAT Dataset and Hypothesis Testing: Investigating Salary Claims
  • Data Modeling: self-declared, 0 evidence items
  • Data Pipelines: self-declared, 0 evidence items
  • Data Preparation: self-declared, 0 evidence items
  • Data Processing: self-declared, 0 evidence items
  • Data Recovery: self-declared, 1 evidence items, linked to Project: Real-time Intern Demographic Analysis Data Recovery and Misconduct Identification
  • Data Reporting: self-declared, 0 evidence items
  • Data Science: self-declared, 0 evidence items
  • Data Visualization: self-declared, 0 evidence items
  • Database Management System (DBMS): self-declared, 0 evidence items
  • Debugging: self-declared, 0 evidence items
  • Deep Learning: self-declared, 2 evidence items, linked to Project: Sentiment Classification with Deep Learning, Project: Sentiment Analysis with Deep Learning and MLOps
  • Delivery Performance: self-declared, 1 evidence items, linked to Project: Data-Driven Insights for Pizza Store Operations: Improving Delivery Performance and Revenue Management
  • Demographic Analysis: self-declared, 1 evidence items, linked to Project: Real-time Intern Demographic Analysis Data Recovery and Misconduct Identification
  • Distribution Analysis: self-declared, 0 evidence items
  • Docker: self-declared, 1 evidence items, linked to Project: Weather ETL Pipeline
  • EDA: self-declared, 1 evidence items, linked to Project: Exploratory Data Analysis (EDA) of AMCAT Dataset and Hypothesis Testing: Investigating Salary Claims
  • English: self-declared, 0 evidence items
  • ETL: self-declared, 2 evidence items, linked to Project: Weather ETL Pipeline, Project: Weather ETL Pipeline using Apache Airflow
  • Exploratory Data Analysis: self-declared, 1 evidence items, linked to Project: Exploratory Data Analysis (EDA) of AMCAT Dataset and Hypothesis Testing: Investigating Salary Claims
  • Exponential Smoothing: self-declared, 0 evidence items
  • Feature Engineering: self-declared, 2 evidence items, linked to Project: GNN + LLM Integration for Stock Portfolio Optimization, Project: Sentiment Analysis with Deep Learning and MLOps
  • Financial Metrics: self-declared, 0 evidence items
  • FinBERT: self-declared, 2 evidence items, linked to Project: GNN + LLM Integration for Stock Portfolio Optimization, Project: GNN + LLM Portfolio Optimization
  • Flask: self-declared, 2 evidence items, linked to Project: Sentiment Analysis with Deep Learning and MLOps, Project: Backend Refactoring and Bug Fixing for Note Taking Application Development and AWS Deployment of Regex Matching Web Application with Flask
  • Git: self-declared, 0 evidence items
  • GNN / GraphSAGE: self-declared, 0 evidence items
  • Google Colab: self-declared, 0 evidence items
  • GraphSAGE GNN: self-declared, 0 evidence items
  • Hindi: self-declared, 0 evidence items
  • HTML: self-declared, 0 evidence items
  • Hypothesis Testing: self-declared, 1 evidence items, linked to Project: Exploratory Data Analysis (EDA) of AMCAT Dataset and Hypothesis Testing: Investigating Salary Claims
  • JavaScript: self-declared, 0 evidence items
  • Jupyter: self-declared, 0 evidence items
  • Jupyter Notebook: self-declared, 0 evidence items
  • Keras: self-declared, 0 evidence items
  • KPI Reporting: self-declared, 0 evidence items
  • LLM: self-declared, 2 evidence items, linked to Project: GNN + LLM Integration for Stock Portfolio Optimization, Project: GNN + LLM Portfolio Optimization
  • LSTM: self-declared, 4 evidence items, linked to Project: Sentiment Classification with Deep Learning, Project: Civil Aviation Time Series Analysis, Project: Sentiment Analysis with Deep Learning and MLOps, Project: Time Series Forecasting for the Aviation Industry
  • Machine Learning: self-declared, 1 evidence items, linked to Project: Life Expectancy Prediction Using Machine Learning
  • Matplotlib: self-declared, 0 evidence items
  • Microsoft Excel: self-declared, 0 evidence items
  • Microsoft Power BI: self-declared, 0 evidence items
  • Mistral-7B: self-declared, 2 evidence items, linked to Project: GNN + LLM Integration for Stock Portfolio Optimization, Project: GNN + LLM Portfolio Optimization
  • MLflow: self-declared, 1 evidence items, linked to Project: Sentiment Analysis with Deep Learning and MLOps
  • Model Validation: self-declared, 0 evidence items
  • MongoDB: self-declared, 0 evidence items
  • Multilingual NLP: self-declared, 0 evidence items
  • MySQL: self-declared, 0 evidence items
  • Natural Language Processing (NLP): self-declared, 0 evidence items
  • Neural Language Models: self-declared, 0 evidence items
  • NLP: self-declared, 2 evidence items, linked to Project: GNN + LLM Integration for Stock Portfolio Optimization, Project: Sentiment Classification with Deep Learning
  • NumPy: self-declared, 0 evidence items
  • Pandas: self-declared, 1 evidence items, linked to Project: Retail Sales Analytics Dashboard
  • Pipeline Engineering: self-declared, 0 evidence items
  • Policy Development: self-declared, 0 evidence items
  • PostgreSQL: self-declared, 1 evidence items, linked to Project: Weather ETL Pipeline
  • Power BI: self-declared, 0 evidence items
  • Predictive Analytics: self-declared, 0 evidence items
  • Prefect: self-declared, 1 evidence items, linked to Project: Sentiment Analysis with Deep Learning and MLOps
  • Product Analysis: self-declared, 0 evidence items
  • Product Visualization: self-declared, 0 evidence items
  • Python: self-declared, 0 evidence items
  • Python (Programming Language): self-declared, 0 evidence items
  • PyTorch: self-declared, 4 evidence items, linked to Project: GNN + LLM Integration for Stock Portfolio Optimization, Project: Sentiment Classification with Deep Learning, Project: GNN + LLM Portfolio Optimization, Project: Sentiment Analysis with Deep Learning and MLOps
  • R: self-declared, 0 evidence items
  • R (Programming Language): self-declared, 0 evidence items
  • Regression: self-declared, 0 evidence items
  • Regression Testing: self-declared, 0 evidence items
  • REST API: self-declared, 0 evidence items
  • REST APIs: self-declared, 0 evidence items
  • Revenue Generation: self-declared, 0 evidence items
  • Sales Tracking: self-declared, 0 evidence items
  • SatScan: self-declared, 2 evidence items, linked to Project: Civil Aviation Time Series Analysis, Project: Time Series Forecasting for the Aviation Industry
  • scikit-learn: self-declared, 0 evidence items
  • SciPy: self-declared, 0 evidence items
  • Seaborn: self-declared, 0 evidence items
  • Sentiment Analysis: self-declared, 2 evidence items, linked to Project: SENTIMENT ANALYSIS FOR PRODUCT REVIEWS, Project: Sentiment Analysis with Deep Learning and MLOps
  • Service-Level Agreements (SLA): self-declared, 0 evidence items
  • Spatial Analysis: self-declared, 1 evidence items, linked to Project: Time Series Forecasting for the Aviation Industry
  • SQL: self-declared, 1 evidence items, linked to Project: Retail Sales Analytics Dashboard
  • Statistical Modeling: self-declared, 0 evidence items
  • Statistics: self-declared, 0 evidence items
  • Strategic Planning: self-declared, 0 evidence items
  • Tableau: self-declared, 0 evidence items
  • TensorFlow: self-declared, 3 evidence items, linked to Project: Sentiment Classification with Deep Learning, Project: Sentiment Analysis with Deep Learning and MLOps, Project: Time Series Forecasting for the Aviation Industry
  • Text Preprocessing: self-declared, 0 evidence items
  • Time Series Analysis: self-declared, 1 evidence items, linked to Project: Civil Aviation Time Series Analysis
  • Time Series Forecasting: self-declared, 1 evidence items, linked to Project: Time Series Forecasting for the Aviation Industry
  • Tokenization: self-declared, 1 evidence items, linked to Project: Sentiment Classification with Deep Learning
  • Transformers: self-declared, 0 evidence items
  • Trend Following (Trading): self-declared, 0 evidence items
  • VS Code: self-declared, 0 evidence items
  • Web Application Development: self-declared, 0 evidence items
  • Word Processing: 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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Analytics

DOMAIN 02 // TOOL

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Apache Airflow

DOMAIN 03 // ARCHITECTURE

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ARIMA

DOMAIN 04 // DOMAIN

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ARMA

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