Official X for the iTECH Information Technology program. From foundational networking to the Silicon Glades Edge AI & Robotics Lab. Find your pathway below. 👇
Immokalee FL
Joined September 2019
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Launched OmniTech Arena @iTECH_College 4 CTF games, 153 challenges mapped to Cisco's IT Support Specialist path. Students work realistic tickets, logs & phishing emails instead of quizzes. Top student: 2,250 pts in the first hour.
github.com/amymcmullin/OmniT…
#CTE #CTF #CiscoNetAcad
I was assigned to pick a technology & showcase it to the class. Instead, I rebuilt the ML pipeline from an AWS Case Study.
F1 score: 0.971.
Here's why that number is nearly meaningless 🧵
Hands-On Machine Learning youtu.be/qwJ1Kbv6RhM?si=UxW7…
Now we are doing the same @iTECH_College
Now the honest part.• Test set was 7 images — one miss moves F1 by a tenth
• Training photos came from web search. Theirs come from a fixed camera over a hot prep counter
• I never defined what "bad" meant before I started labeling
AutoML removes the training loop. It doesn't remove the judgment: what to label, whether your data looks like reality, which errors are expensive, and when a metric is flattering you.
That's what I teach now. @iTECH_College
Full write-up: github.com/amymcmullin/pizza…
Call for Speakers for BSides St. Pete 2027 is open on Sessionize and I've just submitted a session! sessionize.com/bsides-st-pet…
AI is officially hitting the trades! 🛠️🤖Through the Silicon Glades initiative, we're bringing physical AI & robotics directly to our vocational programs.
tinyurl.com/GladesAI
See the full breakdown of how we are doing it👇
#SiliconGlades #EdgeAI #TechEd #FutureOfWork #iTECH
🎧 New Episode Alert!
What happens when you combine traditional skilled trades with Physical AI? The future of technical education!
@iTECH_College students are mastering edge computing, robotics, and computer vision on the shop floor.
🔗 Listen now: rb.gy/ihvlho
Thinking about a career in tech? 🤔
I built a IT Pathway tool to help you find your perfect fit—whether that's networking, cybersecurity, or physical AI!
All offered @iTECH_College
Take the quiz & map your next move: amymcmullin.github.io/teachi…
#ITCareers #TechEd #Cybersecurity
🤖 Made with AI
Forget chatbots—AI is hitting the physical trades! 🛠️🤖Immokalee Technical College @iTECH_College is modernizing vocational education with 'Silicon Glades', a campus-wide initiative connecting career trades with edge AI and open-source robotics. tinyurl.com/TradesAI
The future of work is being built in Immokalee, FL! 🚀
The iTECH AI Innovation Lab empowers students with hands-on training in Physical AI and robotics, bridging the gap between theory & industry.
Explore our projects & programs: amymcmullin.github.io/talks/…
#AI #TechEd #Innovation
🤖 Made with AI
Fun Stuff Happening @iTECH_College
Support the project here: donorschoose.org/project/sil…
Is #ThrowbackThursday still a thing? Can we do it on Friday?
Fondly remembering the year my student with the shared 9/11 birthday brought in this cake alluding to our first line of defense.
@iTECH_College
#LearningWithFriends #HandsOnTraining #LearnITatiTECH
Don't forget to check out the newest project for the @iTECH_College AI Innovation Lab on @DonorsChoose
Right now all donations are being matched 100%
donorschoose.org/sl/9v7jjmPt…
View my verified achievement from @adobeforedu. credly.com/badges/4a0a9854-0…
Excited to keep building the AI Innovation Lab @iTECH_College
donorschoose.org/sl/9v7jjmPt…
Fun Friday in the iTECH AI Innovation Lab!
Machine learning with a robotic arm and exploring its applications in a manufacturing environment. @iTECH_College
Made possible by @DonorsChoose
And @BezosFoundation
#LearnITatITECH
#PhysicalAI
Happy Monday! More hands-on projects and a whole bunch of @netacad completers!
@iTechCollege
#LearnITatITECH
🤖 Made with AI
