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website: fix typos
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website/www/site/content/en/blog/gsoc-25-ml-connectors.md

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@@ -95,9 +95,8 @@ Here are side-artifacts that are not directly linked to my project:
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| Type | System | Artifact |
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|------|--------|----------|
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| AI Code Review | Gemini Code Assist | [PR #35532](https://github.com/apache/beam/pull/35532) |
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| Enrichment Handler | CloudSQL | [PR #34398](https://github.com/apache/beam/pull/34398) |
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| Sink I/O | CloudSQL | [PR #35473](https://github.com/apache/beam/pull/35473) |
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| Test Infrastructure | GitHub CI | [PR #35655](https://github.com/apache/beam/pull/35655) <br> [PR #35740](https://github.com/apache/beam/pull/35740) <br> [PR #35816](https://github.com/apache/beam/pull/35816) |
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| Enrichment Handler | CloudSQL | [PR #34398](https://github.com/apache/beam/pull/34398) <br> [PR #35473](https://github.com/apache/beam/pull/35473) |
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| Pytest Markers | GitHub CI | [PR #35655](https://github.com/apache/beam/pull/35655) <br> [PR #35740](https://github.com/apache/beam/pull/35740) <br> [PR #35816](https://github.com/apache/beam/pull/35816) |
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For more granular contributions, checking out my
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[ongoing Beam contributions](https://github.com/apache/beam/pulls?q=is%3Apr+author%3Amohamedawnallah).
@@ -150,7 +149,7 @@ not referenced in the `CONTRIBUTING.md` file at the time of writing this post
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## How Did This Project Start To Attract Users in the ML Community?
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It is observed that after we had a Milvus Enrichment Handler PR before even
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merging, we started to observe community-driven contributions like
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merging, we started to see community-driven contributions like
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[this one that adds Qdrant](https://github.com/apache/beam/pull/35686). Qdrant
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is a competitor to Milvus in the vector space. This demonstrates how
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the project's momentum and visibility in the ML community space attracted
@@ -214,9 +213,10 @@ best mentor I have worked with so far, given that I have worked with several
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mentors. What makes me say that:
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- **Generosity:** Danny is very generous with his time, feedback, and
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genuinely committed to reviewing my work on a regular basis. We have weekly
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30-minute sync calls over almost 22 weeks (5 months) since the official
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30-minute sync calls over almost 21 weeks (5 months) since the official
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community bonding period, where he shares with me his contextual expertise and
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addresses any questions I may have with openness to extend time if needed
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addresses any questions I may have with openness to extend time if needed and
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flexible about skipping calls when there was no agenda
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- **Flexibility:** When I got accepted to GSoC, after a few days I also got
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accepted to a part-time internship that I had applied to before GSoC, while
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also managing my last semester in my Bachelor of Computer Science, which was

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