Data Scientist and recovering high-energy astrophysicist. I also enjoy running, if somewhat slowly. All views are my own.

Southampton, UK
Joined November 2008
The 2017 Total Solar Eclipse as seen from Swan Valley, Idaho from first to last contact. #cottonwoodeclipse #eclipse2017 #astrophotography – at Idaho, USA
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I'm running the @CardiffHalf Marathon next month and will be supporting Cancer Research UK. Make a donation to @CR_UK and support defeating Cancer cardiffhalf26.enthuse.com/pf…
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i just dropped a full walkthrough on how i built and sold an AI agent for $5,000 in 24 hours inside, i break down: - the exact problem it solved and why they paid fast - tools + setup used to build it - how I packaged and closed the deal in one day reply "500" + like + repost and i’ll DM you the full breakdown. (must be following)
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Honestly, the Google Pixel 10 Pro has been brilliant — camera, battery, everything just works. If you’re tempted to switch, here’s 15% off with my referral code 👇 REF-SOEDWQ8Y7K41MOX0PR1ODVL store.google.com
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Adam Hill retweeted
Built ai ad agents with: sora2. nano banana. higgsfield. veo3. what agencies charge $20k+ for… and take 6 weeks to deliver… now takes minutes and costs cents last month those agents pulled $122k this month we’re scaling toward $830k/month 200+ ads daily. flawless avatars. zero agency fees. rt + comment "122k" and i’ll dm you the system (must follow for dm)
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Canva + laptop + internet + 60 mins/day = $369 per day. I created a step-by-step guide (normally $77). Free for the next 24 hrs. To get it: • Follow me (so I can DM) • Like & Repost • Reply "Canva"
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Final stage of the MLOpsZoomcamp is to mark and review other projects: 1st one done; some good stuff there but not all aspects of the code runs :( and only managed to get partial debugging
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Second code review; not as good as the first. I appreciate them using AWS services but there is a disinct lack of local variants to test the code out!
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Third review, somewhere in the middle! Great work and variety from everyone - really interesting to explore their code. And an excellent reminder that code is READ more than it is written (especially if it doesn't run!) #MLOps
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🚀 Yesterday I finished my student grade prediction project exploring how to build a full end-to-end MLOps showcase! From env management to monitoring, here’s what I learned:
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This thread isn’t just about grades, it’s about building a complete, robust ML system: tracking experiments, orchestrating workflows, serving models, monitoring outputs, maintaining code quality, and automating deployment.
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It's been a great course - really interesting content. A huge thanks to the contributors to the MLOps Zoomcamp!
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