Just wrapped up another hands on digital forensics investigation.
Using FTK Imager and USB Detective, I verified evidence integrity through hash validation, extracted key Windows registry artifacts, and reconstructed USB device activity. The analysis identified 14 previously connected devices, helping build a timeline of removable media usage.
Although the MD5 hash didn’t match, I proceeded to examine for investigations purposes.
Every artifact tells part of the story. The challenge is connecting them into evidence.
Like play like play we are doing it.
Hi, my name is Kwaku Effa, Founder of @Aaenics . We are one of Ghana’s fastest growing tech and robotics companies.
One of our major operation is the designing and setting up of Makerspaces, STEM and Robotics labs and the supply of equipment for the same.
Over the years we have set up about 20 labs and counting across various regions in Ghana for both private and public institutions.
As software and digital literacy is on the rise in Ghana we owe it to the economy to also contribute to hardware technology creation and knowledge acquisition of the same.
*Our commitment to contribute to this is seen in our model labs and our locally designed and manufactured education technologies and STEM products*
We believe that these labs and makerspace are a critical infrastructure for the advancement of tech and robotics knowledge acquisition and adoption of the same in Ghana.
A big hello to our future clients who will be inviting us to fund the establishment of more makerspaces and hardware labs in both educational and general community settings.
We are proud to carry a vision that wants Ghana to own its local solutions, and we thank all parties and clients for helping in the execution of the same.
Have a fruitful week ahead!
Aaenics, Circuiting the future!
Most sign language AI systems look at your hands and ignore your face.
That's a problem because in Ghanaian Sign Language, a raised eyebrow isn't an expression. It's a question mark. Furrowed brows with a head shake? That's a negation. The face is the grammar.
Sovereign Sign treats facial landmarks and hand landmarks as mathematically equal channels of linguistic data. The result: near cloud-level translation accuracy (BLEU-4 28.15) running entirely on a ₵500 Android phone, with zero video leaving the device.
No cloud dependency. No biometric exposure. No data bill eating your daily wage.
Pre-print out now. Would love thoughts from researchers, interpreters, and anyone building for the African Deaf community.
🔗 https://t.co/tmb1DaSK84
GitHub repo will be available soon
#GhanaianSignLanguage #EdgeAI #AccessibilityTech #AfricaTech #MachineLearning
A simple story 😀
NITA:
“We are transparent. Share your thoughts.”
Tech ecosystem:
“Okay. Here are our concerns about innovation, startups, freelancing, and barriers for young builders.”
NITA:
“The law already existed.”
Tech ecosystem:
“Okay… but the fact that something existed does not automatically mean implementation today is the best direction. Technology has changed. 2008? That was when WhatsApp was only gaining momentum. Lean startup methodology was not even mainstream.”
NITA:
“Noted. Let’s have a Space and continue.”
Then a date is announced.
Maybe they realize they still need answers.
Then NITA postpones.
Postpones again.
Then finally:
“Let’s meet Tuesday.”
Tuesday comes.
People expect an open Space.
Instead NITA controls the conversation and it feels more like a briefing.
Then NITA says:
“The draft you saw was version zero. We are already on version 5.”
Tech ecosystem:
“Oh okay… then can we see versions 1, 2, 3, 4 and 5 so we understand what changed and how concerns were addressed?”
NITA:
“No, not yet. That is not how it is done.”
Tech ecosystem:
“But the EU did exactly that with major policies like the AI Act and GDPR. Different drafts and amendments were publicly traceable.”
😀
NITA:
“It was a great Space. We made data cheap. If you researched enough, you would know there are different versions… even though we didn’t publish them.”
Tech ecosystem:
“We are ethical. Were we supposed to hack the system and find the documents ourselves or what?”
😀
That is like a student telling a lecturer:
“Sir, I corrected everything.”
Lecturer:
“Great. Let me see.”
Student:
“I left it home.”
Lecturer:
“So what exactly did you correct?”
Student:
“Everything.”
Lecturer:
“Can I see version 1 to version 5?”
Student:
“No… but trust me. I’ll submit later.”
Respectfully…
if the claim is transparency, then the versions should speak for themselves.
You made data cheaper, fair enough.
But surely enough data was left to upload the updated drafts too 😄
No visible draft trail… but somehow we are all expected to just believe it on vim 😀
At the very least, many of us will keep pushing for the bill not to move forward in its current form until the ecosystem can clearly see what changed and engage it properly.
That is all we are asking.
@koboateng@pazunre@TheDumbTechGuy@MacJordaN@seth_doe22
The signal that the NITA bill is sending to the very people who are building the tech ecosystem might end up damaging the very ecosystem it intends to regulate.
You are using Lorem Ipsum on your website, and you're trying to charge me 20k for "license"? A whole government website. Supposed ICT Authority.
Scrap the whole organisation. What a flipping joke.
A basic Web scan on @NITAGhana reveals their server type, country, IP range, email, and CMS stack publicly. This is information that should be protected. Sharing this in good faith. SECURE NITA WEBSITE 🔐
@NITAGhana, Charles, be serious. Your server stack, IP, and admin path are all exposed. Did someone's nephew build this website? Because this is not it 😂
@samgeorgegh #ResponsibleDisclosure #Ghana
ANTHROPIC BLUEPRINT FOR THE FUTURE SOFTWARE ENGINEER.
The future of Software Engineering isn’t going to be how to write code but how to setup agents and clearly define skills for the agents to follow and properly execute tasks.
Follow the link below to get the pdf.
I've decided to start teaching full mathematical series on my YT channel!
The first video in the series 'An Introduction to Mathematical Proofs' is now live!
I've previously only ever explained mathematical ideas in one video at a time but this has been requested by so many of you!
This is something new for me so if you can let me know if you enjoyed the video and show it some love (or hype), that would mean the world 🥹
Some heroes don’t wear capes, they show up as mentors, friends, brothers, and teammates. Your efforts may not always be loud, but they are deeply felt.
Happy International Men’s Day ❤️
#InternationalMenDay
We explored Python-Powered DevOps with @eugenedev on how developers can automate, deploy, and scale with the same language they love at #PyHo2025
🚀 “Python isn’t just for apps - it’s powering automations at scale.”🐍💚
#DevOps#Automation#PythonHo#CommunityInCode
🚀 It’s almost time!
We kick off #PyHo2025 with a Pre-Conference Event - a day of Django, hacking, and innovation!
👨💻 Django Day by @djangocampus
💻 Build.Break.Innovate Hackathon – an overnight coding experience
📅 October 22, 2025
📍Rotary Community Centre, Ho
⏱️10:30 AM GMT
Hi, Hi, Hi, Hi. Yes you!
Try Sail today, we enable you to compare prices for your rides and deliveries across ride-hailing platforms (Yango, Bolt, Uber) in 24+ countries right on https://t.co/HUD0zDJxNE
Yes very good to be true right? Try it!
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