---
title: "Eric Siwakoti (@ericsiwakoti) | Hashnode"
description: "FullStack | DevOps | Cloud. Read the latest articles by Eric Siwakoti on Hashnode."
url: "https://hashnode.com/@ericsiwakoti"
---

@ericsiwakoti

# Eric Siwakoti

@ericsiwakoti · Jhapa, Nepal · Joined August 2024

FullStack | DevOps | Cloud

[Website](https://ericsiwakoti.com.np/)

### [Treat Your Resume Like A Product, Not A Diary](https://ericsiwakoti.hashnode.dev/treat-your-resume-like-a-product-not-a-diary?utm_source=hashnode&utm_medium=feed)

Treat your resume like a product by optimizing structured outcomes for ATS parsing, recruiter scanning, and technical verification.

5 min read · [ericsiwakoti.hashnode.dev](https://ericsiwakoti.hashnode.dev/treat-your-resume-like-a-product-not-a-diary?utm_source=hashnode&utm_medium=feed)

[Aug 13](https://hashnode.com/posts/treat-your-resume-like-a-product-not-a-diary/6a7e1435a23f15cb63d9a9ed)

### [Jevons Paradox Meets Engineering: More Efficiency, More Demand](https://ericsiwakoti.hashnode.dev/jevons-paradox-meets-engineering-more-efficiency-more-demand?utm_source=hashnode&utm_medium=feed)

How efficiency gains and lower costs can expand demand, and why that can translate into more engineering roles

4 min read · [ericsiwakoti.hashnode.dev](https://ericsiwakoti.hashnode.dev/jevons-paradox-meets-engineering-more-efficiency-more-demand?utm_source=hashnode&utm_medium=feed)

[Aug 1](https://hashnode.com/posts/jevons-paradox-meets-engineering-more-efficiency-more-demand/6a6e23a32cf75e5d4fc952ae)

### [From Model to Production: Auto-Subtitles for Vimeo & Stripe Automation](https://ericsiwakoti.hashnode.dev/from-model-to-production-auto-subtitles-for-vimeo-stripe-automation?utm_source=hashnode&utm_medium=feed)

Step-by-step guide to building, deploying, and scaling AI-driven Vimeo captions and automated Stripe workflows for reliable production systems.

3 min read · [ericsiwakoti.hashnode.dev](https://ericsiwakoti.hashnode.dev/from-model-to-production-auto-subtitles-for-vimeo-stripe-automation?utm_source=hashnode&utm_medium=feed)

[May 10](https://hashnode.com/posts/from-model-to-production-auto-subtitles-for-vimeo-stripe-automation/6a00dd8ee3eebc2e20c13ac0)

### [Claude’s Inner Workings and the Mechanics of LLM Reasoning](https://ericsiwakoti.hashnode.dev/claude-s-inner-workings-and-the-mechanics-of-llm-reasoning?utm_source=hashnode&utm_medium=feed)

How Claude’s design produces reasoning in LLMs

3 min read · [ericsiwakoti.hashnode.dev](https://ericsiwakoti.hashnode.dev/claude-s-inner-workings-and-the-mechanics-of-llm-reasoning?utm_source=hashnode&utm_medium=feed)

[Apr 26](https://hashnode.com/posts/claude-s-inner-workings-and-the-mechanics-of-llm-reasoning/69ee746a3d6a492cdd49e776)

### [Overcoming Hard-Question Failures in RAG Using Agentic Design Patterns](https://ericsiwakoti.hashnode.dev/overcoming-hard-question-failures-in-rag-using-agentic-design-patterns?utm_source=hashnode&utm_medium=feed)

Using agentic design patterns to reduce failures on hard retrieval-augmented queries

4 min read · [ericsiwakoti.hashnode.dev](https://ericsiwakoti.hashnode.dev/overcoming-hard-question-failures-in-rag-using-agentic-design-patterns?utm_source=hashnode&utm_medium=feed)

[Apr 13](https://hashnode.com/posts/overcoming-hard-question-failures-in-rag-using-agentic-design-patterns/69dd3a26217f5dfcbd3ec1b9)