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 complete Node.js microservice for user authentication using JWT tokens, with proper error handling and a unit test suite.
Build a Python script that calls a weather API (e.g. OpenWeatherMap), retrieves forecast data for 5 major cities, and generates readable weekly summary reports from that data.
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 for real estate listings that cleans the data and exports prices, square footage, and GPS coordinates to CSV
Debug and fix a Python script that processes image metadata and returns null values inconsistently
Build a Python web scraper that collects product reviews from an e-commerce site and runs NLP-based sentiment analysis on the results
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 a Python script that reads CSV files, detects duplicate customer records using configurable matching logic, and merges them into deduplicated output.
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 Python code to scrape weather data from a public API and generate daily forecasts in JSON format
Build a Python ETL data pipeline: extract customer transaction logs from PostgreSQL, transform and write to Parquet format, load into AWS S3.
Debug performance issues and refactor legacy JavaScript code in a large React application, including profiling, identifying bottlenecks, and implementing fixes.
Build a Python ETL data pipeline that calls a REST API, transforms the response data with pandas, and writes records into a PostgreSQL database.
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
Diagnose and fix recurring crashes on a client's custom WordPress site caused by a server configuration issue
Build a Python web scraper that collects public real estate listing data and computes average price-per-square-foot metrics aggregated by neighborhood.
Diagnose a WordPress site crash by physically accessing the client's server, reviewing error logs, and testing hosting environment configurations.
Convert a hand-drawn wireframe sketch description into detailed HTML/CSS/JavaScript code for an interactive dashboard
Build a Python web scraper targeting 5 competitor websites to extract pricing data, then format and output a structured weekly comparison report.
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