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[ATL-2026] Add speakers
Add speakers
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Talk_date = ""
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Talk_start_time = ""
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Talk_end_time = ""
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Title = "AI as Skill Equalizer: Building Observability When You're Not a Specialist"
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Type = "talk"
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Speakers = ["vadim-uchitel"]
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I'm a backend engineer with 25+ years of experience, but I'm not a Snowflake
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power user. I haven't memorized how to build HEX dashboards either. I had a
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problem: mobile attribution gaps. Users were tapping a CTA, but conversions
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weren't being credited. The tricky part wasn't "is there a bug?" It was where
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the signal was lost: event emission, ingestion, attribution windows, or
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something unknown. I knew the questions. I just couldn't translate them into
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Snowflake queries fast enough to keep the investigation moving. And contacting
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the data team to help with queries is a slow process.
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AI changed the workflow. It handled the boring-but-critical mechanics (query
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structure, joins, aggregations) and helped me build dashboards, so I could
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focus on the investigation itself. The key detail: AI didn't solve the
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problem. I did. But AI was the tool that let me unblock myself and find the
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issues without filing a ticket or waiting for help. Have you ever been blocked
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by a skill gap that wasn't core to your job? This talk is for you.
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Title = "Speakers"
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Type = "speakers"
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Description = "Speakers for devopsdays atlanta 2026"
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Title = "Vadim Uchitel"
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linkedin = "https://www.linkedin.com/in/vadimuchitel"
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image = "vadim-uchitel.png"
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type = "speaker"
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linktitle = "vadim-uchitel"
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Website = "https://fetch.com/"
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Vadim Uchitel is a Principal Engineer at Fetch with over 25 years of software
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development experience. He began his career building real-time visualization
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software for NASA and DoD; his bdStudio tool is still used across multiple NASA
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labs today. After transitioning to backend web technologies, he helped scale
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Shipt's services and now works on cross-team systems architecture at Fetch. A
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recurring theme in Vadim's work is finding creative ways to remove friction and
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democratize capabilities that once required specialized expertise.
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Vadim is a regular DevOpsDays speaker, having presented on creative
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problem-solving in DevOps and SRE (2022) and building maintainable software
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(2023) at DevOpsDays Birmingham. Links to past talks are available on his
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[LinkedIn profile](https://www.linkedin.com/in/vadimuchitel).

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