The latest articles on DEV Community by Shyam Sivakumar (@shyamsivakumar). https://dev.to/shyamsivakumar https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3843778%2Fdb15e920-5312-490a-8d00-35c1bc9dc703.jpeg https://dev.to/shyamsivakumar en Shyam Sivakumar Wed, 25 Mar 2026 21:52:23 +0000 https://dev.to/shyamsivakumar/i-built-dataforge-85x-faster-data-tools-for-python-2gea https://dev.to/shyamsivakumar/i-built-dataforge-85x-faster-data-tools-for-python-2gea <p>I just released <a href="https://github.com/shyamsivakumar/dataforge" rel="noopener noreferrer">DataForge</a> - a suite of high-performance data engineering tools powered by Rust.</p> <p><strong>pip install dataforge-profile</strong></p> <p>Benchmarks (1M rows):</p> <ul> <li>ydata-profiling: ~12s</li> <li>dataforge-profile: ~140ms</li> </ul> <p>Tools: profile, check, diff, mask, convert</p> <p>GitHub:github.com/shyamsivakumar/dataforge<br> PyPI: pypi.org/project/dataforge-profile</p> performance python rust showdev