---
title: "Shehrbano Ali (@shehrbanoalii6) | Hashnode"
description: "ML Developer | Outreachy ‘26 Applicant @ Fedora | Building with RAG & LLMs. Read the latest articles by Shehrbano Ali on Hashnode."
url: "https://hashnode.com/@shehrbanoalii6"
---

@shehrbanoalii6

# Shehrbano Ali

@shehrbanoalii6 · PAKISTAN · Joined March 2026

ML Developer | Outreachy ‘26 Applicant @ Fedora | Building with RAG & LLMs

### [Post-Contribution Task: Creating a Live Tool for the Lusophone Wishlist #8](https://shehrbanoali66.hashnode.dev/post-contribution-task-creating-a-live-tool-for-the-lusophone-wishlist-8?utm_source=hashnode&utm_medium=feed)

My Experience

4 min read · [shehrbanoali66.hashnode.dev](https://shehrbanoali66.hashnode.dev/post-contribution-task-creating-a-live-tool-for-the-lusophone-wishlist-8?utm_source=hashnode&utm_medium=feed)

[Apr 20](https://hashnode.com/posts/post-contribution-task-creating-a-live-tool-for-the-lusophone-wishlist-8/69e675d9c9501dd01020153e)

### [From URL Verification to Quality Evaluation: Engineering a Wikidata Metadata Scoring Prototype](https://shehrbanoalii.hashnode.dev/from-url-verification-to-quality-evaluation-engineering-a-wikidata-metadata-scoring-prototype?utm_source=hashnode&utm_medium=feed)

MY Experience:

5 min read · [shehrbanoalii.hashnode.dev](https://shehrbanoalii.hashnode.dev/from-url-verification-to-quality-evaluation-engineering-a-wikidata-metadata-scoring-prototype?utm_source=hashnode&utm_medium=feed)

[Apr 6](https://hashnode.com/posts/from-url-verification-to-quality-evaluation-engineering-a-wikidata-metadata-scoring-prototype/69d385af40c9cabf44f278fc)

### [Beyond the Formatter: How a Simple JSON Task Taught Me the Weight of Global Data Integrity](https://shehrbanoali.hashnode.dev/beyond-the-formatter-how-a-simple-json-task-taught-me-the-weight-of-global-data-integrity?utm_source=hashnode&utm_medium=feed)

My Experience:

5 min read · [shehrbanoali.hashnode.dev](https://shehrbanoali.hashnode.dev/beyond-the-formatter-how-a-simple-json-task-taught-me-the-weight-of-global-data-integrity?utm_source=hashnode&utm_medium=feed)

[Apr 5](https://hashnode.com/posts/beyond-the-formatter-how-a-simple-json-task-taught-me-the-weight-of-global-data-integrity/69d27e6640c9cabf44feab96)

### [GUIDE TO THE READERS ACCORDING TO MY ONGOING JOURNEY](https://shehrbanoali6.hashnode.dev/guide-to-the-readers-according-to-my-ongoing-journey?utm_source=hashnode&utm_medium=feed)

A roadmap of personal experience of applying in outreachy 2026 cohort. in fedora project.

6 min read · [shehrbanoali6.hashnode.dev](https://shehrbanoali6.hashnode.dev/guide-to-the-readers-according-to-my-ongoing-journey?utm_source=hashnode&utm_medium=feed)

[Mar 28](https://hashnode.com/posts/guide-to-the-readers-according-to-my-ongoing-journey/69c7a1b17cf2706510f0caae)

### [GUIDE TO THE READERS ACCORDING TO MY ONGOING JOURNEY](https://shehrbanoalii6.hashnode.dev/guide-to-the-readers-according-to-my-ongoing-journey?utm_source=hashnode&utm_medium=feed)

SHARING THE EXPERIENCE OF A JOYRNEY THAT I HAVE STARTED WITH OUTREACHY.

6 min read · [shehrbanoalii6.hashnode.dev](https://shehrbanoalii6.hashnode.dev/guide-to-the-readers-according-to-my-ongoing-journey?utm_source=hashnode&utm_medium=feed)

[Mar 27](https://hashnode.com/posts/guide-to-the-readers-according-to-my-ongoing-journey/69c5fc3110e664c5da77251d)