Introducing CropGuard!🌾. An AI - powered mobile app built to help Ghanaian farmers detect crop diseases early with Just a photo 📸. It works for Cassava, Maize, Tomato and Cashew. Demo : [ .Source Code : [

RT @jayanaman: I go blow soon. I dey feel am.

RT @ayew_pelle: They say automating tasks is the new way of life. I built a simple yet effective automation script to handle the mandatory….

They say automating tasks is the new way of life. I built a simple yet effective automation script to handle the mandatory course evaluation and check-in process on my university’s STS portal. GitHub: Demo: #Automation #Python

🔜 Next steps: Docker containerization + Kubernetes orchestration 🚢. 📂 Full repo here: Have you worked with microservices? What’s your biggest lesson?. #Microservices #NodeJS #React #BackendDevelopment #Docker #Kubernetes #SoftwareArchitecture.

💡 Key Learning:.Building my own event bus taught me how decoupled architecture makes systems more flexible & resilient. two things you need in distributed applications.

6️⃣ Query Service – Keeps the app resilient 💪. ✅ Identifies event types (post created, comment updated, status changes).✅ Works even if a service goes down.✅ Auto-syncs events once services recover.

5️⃣ Custom Event Bus – Built from scratch 🛠️. ➡ Centralizes all inter-service communication. ➡ Reduces endpoint complexity. ➡ Improves system flexibility. This was my favorite part to build!.

3️⃣ Comments Service – Lets users engage by creating comments. 4️⃣ Moderation Service – Smart content filter for approving, rejecting, or holding comments. (Right now: keyword filtering 🔍).

The app runs on 6 distinct services working together:.1️⃣ Client Service – Clean, intuitive UI showcasing the full app experience. 2️⃣ Post Service – Create & manage blog posts with ease.

Diving Deep into Microservices Architecture 🚀. I built a blogging platform using React + Node.js, entirely microservices-based. Docker & Kubernetes are next on the roadmap. Here’s what I learned & built 👇🧵

RT @0xIlyy: "you should study computer science"

Watched the MIT 2025 Global AI Hackathon presentations and realized we’re just scratching the surface. Naa bro, A lot is really expected of us. lol.

RT @instablog9ja: Pure fact!

Gurll wo y3 krokrowa krokrowa. W’asane wo ti🫠💜

RT @Rainmaker1973: Stunning yacht.

RT @jayanaman: My goal is to have all my close friends elevated into jobs that do not get us to double think some needed expenses.

RT @afia_akwaboah: Just so you know I’m not gone🥹💓

RT @lingodotdev: In the trenches 😂🤭

@bawah_josephus @Mensah1500 @UnivofGh @johndumelo Our current challenge is the large model size 1.4GB per crop which makes web deployment impractical, even though our CNN models achieve an average accuracy of around 94%. @farmerline we’d love to hear your thoughts on optimizing large AI models for mobile use.

My teammates @bawah_josephus , @Mensah1500 and I are third year Computer Science students at @UnivofGh. We came up with the idea to locally process leaf images to identify crop disease and recommend treatment options.