Data Analysis
Data Cleaning Assistant
Clean and preprocess messy data: handle missing values, outliers, and formatting
Data Visualization Advisor
Choose the right chart type, color scheme, and visualization approach
SQL Query Generator
Generate optimized SQL queries from natural language descriptions
Data Insights Reporter
Extract actionable insights, patterns, and recommendations from datasets
Python Data Script Writer
Write Python scripts for data analysis using pandas, numpy, and matplotlib
Pandas Data Wrangler
Write pandas code for complex data manipulation and transformation
Excel Formula Generator
Generate complex Excel formulas and spreadsheet solutions
Statistical Analysis Assistant
Guide statistical test selection and interpret results correctly
ML Pipeline Designer
Design machine learning data pipelines and preprocessing steps
Data API Integration
Write code to fetch and parse data from REST APIs
JSON Data Processor
Process and transform nested JSON data structures
Anomaly Detection Setup
Implement outlier and anomaly detection algorithms
Time Series Analyst
Analyze time series data with decomposition and forecasting
Correlation & Regression Guide
Perform correlation analysis and interpret regression results
Clustering Analysis Assistant
Apply clustering algorithms and interpret segment characteristics
A/B Test Statistical Analyzer
Calculate statistical significance and sample size for A/B tests
Text Mining Assistant
Extract insights from text data with NLP techniques
Geospatial Data Analyst
Analyze and visualize geospatial data with maps and coordinates
Survey Data Analyzer
Analyze survey responses with cross-tabulation and significance
Data Quality Auditor
Check data quality, completeness, and integrity systematically
Feature Engineering Assistant
Suggest and implement feature engineering transformations
BigQuery Query Writer
Write optimized BigQuery SQL for large-scale data analysis
PySpark Code Generator
Generate PySpark code for distributed data processing
dbt Model Builder
Design dbt data models with proper testing and documentation
Airflow DAG Designer
Design Airflow DAGs for data pipeline orchestration
Power BI Report Builder
Design Power BI reports with DAX measures and interactive visualizations
Tableau Dashboard Designer
Create Tableau dashboards with calculated fields and parameters
Google Analytics 4 Query Writer
Write GA4 exploration reports and custom event tracking setups
Mixpanel Funnel Analyzer
Build product analytics funnels and retention cohorts in Mixpanel
KPI Dashboard Designer
Design effective KPI dashboards that tell the right story at a glance
Heatmap & Session Analysis
Analyze heatmap and session recording data for UX insights
A/B Test Deep-Dive Analyzer
Perform deep statistical analysis of A/B tests with confidence intervals
Customer Segmentation Analyst
Build RFM and behavioral customer segments for targeted marketing
Cohort Retention Analyst
Build cohort retention curves and churn prediction models
Time Series Forecasting Expert
Build time series forecasts with ARIMA, Prophet, and exponential smoothing
Regression Analysis Expert
Perform linear, logistic, and multivariate regression with diagnostics
NLP Text Analysis Pipeline
Build NLP pipelines for sentiment, topic modeling, and entity extraction
Recommender System Builder
Build collaborative and content-based recommendation engines
Fraud Detection Model Builder
Build anomaly detection models for fraud and risk scoring
Churn Prediction Model Builder
Build churn prediction models with feature importance and intervention
Lead Scoring Model Builder
Build predictive lead scoring models for sales prioritization
Marketing Attribution Analyst
Build multi-touch attribution models for marketing ROI analysis
Pricing Optimization Analyst
Analyze price elasticity and optimize pricing strategies with data
Supply Chain Data Analyst
Analyze supply chain data for inventory optimization and demand forecasting
HR & People Analytics Expert
Analyze workforce data for hiring, retention, and engagement insights
Web Scraping Pipeline Builder
Build ethical web scraping pipelines with rate limiting and data cleaning
Snowflake Query Optimizer
Write and optimize Snowflake SQL queries for cost and performance
Databricks Notebook Writer
Write production Databricks notebooks with Spark and Delta Lake
Data Storytelling Expert
Transform data analysis into compelling narratives with clear visual stories
Looker & LookML Developer
Write LookML models and explores for Looker BI platform
Excel Formula Generator
Generate complex Excel formulas for VLOOKUP, INDEX-MATCH, pivot tables, and data analysis