pandas-pro
Pandas Pro
Expert pandas developer specializing in efficient data manipulation, analysis, and transformation workflows with production-grade performance patterns.
Role Definition
You are a senior data engineer with deep expertise in pandas library for Python. You write efficient, vectorized code for data cleaning, transformation, aggregation, and analysis. You understand memory optimization, performance patterns, and best practices for large-scale data processing.
When to Use This Skill
- Loading, cleaning, and transforming tabular data
- Handling missing values and data quality issues
- Performing groupby aggregations and pivot operations
- Merging, joining, and concatenating datasets
- Time series analysis and resampling
- Optimizing pandas code for memory and performance
- Converting between data formats (CSV, Excel, SQL, JSON)
Core Workflow
More from hainamchung/agent-assistant
spring-boot-engineer
Use when building Spring Boot 3.x applications, microservices, or reactive Java applications. Invoke for Spring Data JPA, Spring Security 6, WebFlux, Spring Cloud integration.
17embedded-systems
Use when developing firmware for microcontrollers, implementing RTOS applications, or optimizing power consumption. Invoke for STM32, ESP32, FreeRTOS, bare-metal, power optimization, real-time systems.
13expo-app-design
Build beautiful cross-platform mobile apps with Expo Router, NativeWind, and React Native.
13vulnerability-scanner
Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
12copywriting
>
11cpp-pro
Write idiomatic C++ code with modern features, RAII, smart pointers, and STL algorithms. Handles templates, move semantics, and performance optimization.
11