AI Time Estimates for Coding Tasks

Build a Python web scraper to extract product listings, prices, and reviews from an e-commerce site

Build a Python web scraper that pulls product prices from 10 competitor e-commerce sites daily, normalizes the data into a consistent format, and auto-generates a weekly price comparison report.

Write a Python script to parse CSV files, detect duplicate rows, output a cleaned deduplicated dataset, and produce a summary report of what was removed and why.

Debug and fix SQL queries in a data warehouse returning incorrect aggregation results for monthly sales reports

Build a Python script that reads CSV data files, processes them, and outputs formatted monthly revenue reports automatically.

Debug a JavaScript function that fails to validate email addresses and format phone numbers correctly, then explain the errors found.

Debug and fix an infinite loop caused by a JavaScript/React useEffect hook with improper or missing dependency handling.

Build a Python web scraper that collects public real estate listing data and computes average price-per-square-foot metrics aggregated by neighborhood.

Build a Python web scraper that extracts product data (name, price, description, images, etc.) from an e-commerce site and persists it to a PostgreSQL database with appropriate schema design.

Build a Python ETL data pipeline that calls a REST API, transforms the response data with pandas, and writes records into a PostgreSQL database.

Diagnose a WordPress site crash by physically accessing the client's server, reviewing error logs, and testing hosting environment configurations.

Diagnose and resolve repeated WordPress site crashes by physically accessing the client's server hardware for hands-on inspection and troubleshooting.

Build a Python web scraper that collects real estate listings from multiple property websites and normalizes the extracted data into a unified schema

Write Python code that reads CSV sales data, handles missing values, and produces quarterly trend visualizations using libraries like pandas and matplotlib/seaborn.

Write comprehensive Python unit tests for a payment processing module covering credit card validation, refunds, and edge cases including boundary conditions and error handling.

Convert a hand-drawn wireframe sketch description into detailed HTML/CSS/JavaScript code for an interactive dashboard

Generate Python boilerplate code for a REST API endpoint with JWT-based user authentication, including token issuance, validation, and basic route protection.

Write Python code to parse CSV files, remove duplicates, and generate summary statistics with visualization

Debug and fix a Python web scraping script that returns incomplete product price data from an e-commerce site, identifying root causes such as dynamic rendering, pagination issues, anti-bot measures, or selector drift, and delivering a working, reliable scraper.

Write Python code to scrape weather data from a public API and create a weekly forecast email template