Architect at #Dell, building a 5G Open Telecom Ecosystem Lab, #pyATS founder, gamer. Tweets are my own, but I am deeply passionate about my work.

Joined February 2013
313 Photos and videos
11 Aug 2025
I wrote this piece in awe, two years ago. That night, I couldn’t sleep - so I typed it into my phone’s notes. And then… I never published it. Recently, I stumbled across it again. Reading it now, the moment still feels vivid... linkedin.com/pulse/craftsman…
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28 Oct 2024
more VRAM solves all your llm problems
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24 Jul 2024
I have never seen... so much CPU load until I fired up #LLAMA31 405B. System power consumption goes through the roof per question. This is on A100, with 2x Xeon 6448Y and 512GB of ram...
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19 Jul 2024
received my signed copy from @John_Capobianco today! didn't know it was this thick! #pyats
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19 Jul 2024
here is how it stacks up to the original v2.0 documentation 😛
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18 Jul 2024
LangChain Chroma running on laptop (nvidia rtx 2000 ada) = different result variances. Same code/model on server (A100) = consistent result every time... why?

ALT Karkat Vantas GIF

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24 May 2024
Doge (real name Kabosu) passed away today.

ALT Shiba Inu Meme GIF by Shibetoshi Nakamoto

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29 Apr 2024
it was an honor and a privilege to be invited to write forewords for @devnetdan and @John_Capobianco 's book ok pyATS. Hope it goes far - reaches many - and helps people along the way to #netdevops
28 Apr 2024
The early release of Cisco pyATS: Network Test and Automation Solution is out now on @OReillyMedia! If you have a sub, check it out! @John_Capobianco and I can't wait for everyone to get their hands on a copy in July!
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29 Apr 2024
i remember that pivotal dinner at PF Chang's like it was yesterday. Not often do you get to work on a project that touches and impact the career of many. Can't help but feel a little bit emotional.
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17 Aug 2023
openusd.org/ when i saw this i thought i'm gonna be rich! finally they opensource the printability of #USD but it turns out #linuxfoundation is trolling with us. 🤣

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30 Jul 2023
hey, it's like #Twitter
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5 Jul 2023
I absolutely detest it when people use "u" instead of "you" in workplace instant messaging. I find it to be the most unprofessional thing ever... it's like the person you are addressing is not even worth two extra keys on your keyboard.
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24 Jun 2023
i always thought #rakuten was just rebate website in north america. then i found out they are huge in japan in online retail and 4th largest mobile operator 😅
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6 Jun 2023
TIP Open Automation white paper available! Happy to be a contributing author #telecominfraproject #TIP
Just released: TIP Open Automation: Use Case - v1.0 White paper By Test & Integration Project Group Download here: telecominfraproject.com/wp-c… #TIP #telecominfraproject
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10 Mar 2023
I have so... so many questions yet nowhere to ask them
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13 Feb 2023
#python 3.11 ExceptionGroup That'll come handy in a test framework Idea: create an exception group with Exception.__subclasses__() throw it <insert when>.😀
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6 Feb 2023
_i absolutely hate #python annotations_ Wish there was a plugin to hide them completely in editor.
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5 Jan 2023
J.I.T. Development - just-in-time development "I remember patching a bug live while you were demoing and making it just in time also, like 1 minute or so before you went to that feature."
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Siming Yuan retweeted
21 Dec 2022
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