Hi I am Saugat.

I Build Data Systems That Scale

I design the data infrastructure, pipelines, and backend systems that transform raw operational data into decision-making platforms.

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Saugat Siwakoti

Stop Writing Hardcoded SQL. Build Metadata-Driven Engines.

I see too many Data Engineers manually writing the same SELECT, LEFT JOIN, and WHERE clauses for every new pipeline. If youโ€™re copy-pasting SQL, you arenโ€™t engineering; youโ€™re transcribing. Iโ€™ve shifted my development workflow to a Metadata-Driven Approach using Jinja2. By decoupling the Business Logic (JSON/YAML) from the Execution Logic…

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Saugat Siwakoti

Reclaim Your Mac Storage

How I Reclaimed 90GB of "System Data" on my Mac (The Data Engineer Way) ๐Ÿ’ป๐Ÿš€ If you're a developer or data engineer on macOS, you know the "System Data" nightmare: a massive, mysterious 100GB+ bar that you can't click on or easily clean. I just dropped my System Data from…

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Saugat Siwakoti

CareerPilot AI

The job market is competitive. Most candidates are optimizing blindly. So I built a system that removes the blind spots. ๐Ÿš€ CareerPilot AI analyzes how well your resume aligns with a specific job description โ€” before you submit it. No guessing. No endless rewriting loops. No hoping you pass ATS…

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Saugat Siwakoti

OpenCalwย 

Since the release of OpenClaw, there has been significant buzz around using AI agents for basic administrative hygiene like email and calendar management. However, this narrow focus vastly underutilizes the platform's potential. To achieve maximum ROI, we should look at deploying OpenClaw on robust infrastructure (such as AWS) and equipping…

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