Library / coding
AI Time Estimates for Coding Tasks
Coding tasks span quick scripts to architecture decisions. See where AI saves hours and where a senior engineer is still worth the rate.
Build a Python web scraper that collects product reviews from an e-commerce site and runs NLP-based sentiment analysis on the results
Build a Python web scraper for real estate listings in a target ZIP code, parse listing data, and compute price-per-square-foot metrics with output/reporting.
Write a Python web scraper to extract product listings and pricing data from an e-commerce site, then output a structured CSV comparison file.
Write Python code to scrape weather data from a public API and generate daily forecasts in JSON format
Write a Python web scraper for real estate listings that cleans the data and exports prices, square footage, and GPS coordinates to CSV
Build a Python web scraper that extracts real estate listing data from a target website, cleans and structures the data, performs basic price analysis, and exports results to a CSV file.
Write a Python script that reads CSV files, detects duplicate customer records using configurable matching logic, and merges them into deduplicated output.
Write Python code to scrape and parse real estate listing data from a website and organize it into a structured database
Build a Python web scraper that extracts real estate listings, cleans the raw data, and computes summary statistics (price, size, etc.) grouped by neighborhood.
Write a Python script to scrape product reviews from an e-commerce site and calculate sentiment scores for each review.
Debug a 500-line Python CSV processing script, refactor for performance and readability
Debug performance issues and refactor legacy JavaScript code in a large React application, including profiling, identifying bottlenecks, and implementing fixes.
Write Python code to parse CSV files, validate data quality, and generate automated quality reports
Build a complete Node.js microservice for user authentication using JWT tokens, with proper error handling and a unit test suite.
Write Python ETL pipeline to read customer CSV data, transform it, and load it into PostgreSQL with proper error handling
Write shell script documentation with 10 use-case examples for a DevOps team's internal wiki
Build a Python ETL data pipeline: extract customer transaction logs from PostgreSQL, transform and write to Parquet format, load into AWS S3.
Write a Python web scraper to extract product listings and pricing data from a competitor's website, outputting structured data (e.g., CSV, JSON, or database records).
Build a Python web scraper targeting 5 competitor websites to extract pricing data, then format and output a structured weekly comparison report.
Diagnose and fix recurring crashes on a client's custom WordPress site caused by a server configuration issue
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