Sani Aliyu Muhammad

Front-End Developer | Skilled in React.js & Modern UI Design | Mechatronics engineering student | AI & Innovative Tech Solutions. | HealthTech Problem Solver.

[Steven Cheng @stevencheng]

I love this opensource project!

Someone just put a 28.9M parameter AI model on an ESP32-S3.

A chip that costs only a few dollars.

No cloud.
No API.
No internet.

It runs locally at ~9.5 tokens/s and can generate stories on a tiny screen.
This changes the way we think about AI hardware.

The next generation of AI toys, robots, and IoT devices may not need the cloud at all.

Small chips are getting smarter. 🤖

https://t.co/HT6wH6wdSx

[SCR @SCR01111]

Most people jump into System Design by watching random videos. 📌

Don't.

Master these concepts in this order. 📋

1. Client ↔ Server Architecture

2. Latency vs Throughput

3. Horizontal vs Vertical Scaling

4. Load Balancers

5. Reverse Proxies

6. Caching (Redis, CDN)

7. Database Indexing

8. SQL vs NoSQL

9. Database Replication

10. Database Sharding

11. CAP Theorem

12. Consistent Hashing

13. Message Queues (Kafka, RabbitMQ)

14. Event-Driven Architecture

15. Microservices

16. API Gateway

17. Rate Limiting

18. Distributed Caching

19. Blob/Object Storage

20. CDN

21. Search Engines (Elasticsearch)

22. WebSockets

23. Long Polling vs SSE

24. Service Discovery

25. Circuit Breakers

26. Idempotency

27. Distributed Locks

28. Leader Election

29. Consensus (Raft/Paxos)

30. Monitoring & Observability

31. Logging

32. Metrics

33. Tracing

34. Fault Tolerance

35. High Availability

36. Disaster Recovery

37. Data Partitioning

38. Read/Write Separation

39. Load Shedding

40. Backpressure

Don't memorize them.

Understand:
• Why they exist
• When to use them
• Their trade-offs

That's what interviewers actually test.

Bookmark this.

[Sani Aliyu Muhammad @Msaneeh_]

@NovaXCode https://t.co/SfIojSxqtj

#followforfollow

[Usman Moderate @moderate_ustaz]

Bsc in Computer science (ATBU)
Msc in Computer science (ATBU),
MBA in Technology management (ATBU)
PhD in oil & gas computing (Cambridge UK),
Digital transformation (Harvard),
Strategic innovation (US)
Management (UK)
Former DG NITDA
Led Minister of Communication and Digital Economy
And above all, he memorizes the entire Holy Quran.
Gombe fa Alhamdulillahi

[Sakshi @Sakshi50038]

Web Development Roadmap in
2020:
✅ HTML
✅ CSS
✅ JavaScript

2022:
✅ HTML
✅ CSS
✅ JavaScript
➕ React.js
➕ Git
➕ REST APIs

2024:
✅ HTML
✅ CSS
✅ JavaScript
✅ React.js
✅ Git
✅ REST APIs
➕ TypeScript
➕ Next.js
➕ Tailwind CSS
➕ Node.js
➕ Express.js
➕ MongoDB/PostgreSQL
➕ Authentication
➕ Testing

2026:
✅ HTML
✅ CSS
✅ JavaScript
✅ React.js
✅ Git
✅ REST APIs
✅ TypeScript
✅ Next.js
✅ Tailwind CSS
✅ Node.js
✅ Express.js
✅ Databases
✅ Authentication
✅ Testing
➕ Docker
➕ Kubernetes
➕ CI/CD
➕ AWS
➕ Linux
➕ Nginx
➕ Redis
➕ GraphQL
➕ Prisma/Drizzle
➕ WebSockets
➕ Microservices
➕ System Design
➕ AI APIs
➕ MCP
➕ Terraform
➕ Monitoring & Observability

[Isha singh @isha_singh06]

Looking for an internship?

Here are 10 websites worth checking :-

1. https://t.co/ndCuJMJ6vJ
2. https://t.co/C44PoeiBPc
3. https://t.co/iRE2T6egyV
4. https://t.co/PUTv4gOOJ1
5. https://t.co/4A2AluT8h6
6. https://t.co/RSaYP6tLyJ
7. https://t.co/CPoZMHjZOy
8. https://t.co/ZvMLWqIaK4
9. https://t.co/thKmrpqZPA
10. https://t.co/iCo9CnClMi

Bookmark this for your next internship hunt🔖

[Sani Aliyu Muhammad @Msaneeh_]

If you can explain this without Googling, you're probably writing the next JavaScript engine. 😂☕

#YDKJSYet

[Sani Aliyu Muhammad @Msaneeh_]

Day 1 of reading You Don't Know JS Yet.
My confidence: 📉
My knowledge: 📈

[Sani Aliyu Muhammad @Msaneeh_]

Downloaded You Don't Know JS Yet... Turns out the title was talking to me. 💀😂

#YDKJSYet

[Neo Kim @systemdesignone]

Arguably the 20 most influential books for software engineers.

Most of us spent years on a CS degree and were assigned almost none of them.

1 The Pragmatic Programmer
2 Designing Data-Intensive Applications
3 Clean Code
4 The Mythical Man-Month
5 Refactoring: Improving the Design of Existing Code
6 Working Effectively with Legacy Code
7 Software Architecture: The Hard Parts
8 Database Internals
9 Staff Engineer: Leadership Beyond the Management Track
10 Extreme Ownership: How U.S. Navy SEALs Lead and Win
11 A Philosophy of Software Design
12 Why Programs Fail: A Guide to Systematic Debugging
13 Code Complete
14 Introduction to Algorithms
15 The C Programming Language
16 The Art of Computer Programming, Volume 1: Fundamental Algorithms
17 Building Microservices: Designing Fine-Grained Systems
18 Structure and Interpretation of Computer Programs
19 Peopleware: Productive Projects and Teams
20 Design Patterns: Elements of Reusable Object-Oriented Software

How many have you read?

[Sani Aliyu Muhammad @Msaneeh_]

@KAminu49132 @elonmusk your advice is needed here

[Sani Aliyu Muhammad @Msaneeh_]

@ritu_twts Load Balancing and scaling

[Sani Aliyu Muhammad @Msaneeh_]

🤣

[Sani Aliyu Muhammad @Msaneeh_]

@wtf_nakul7 @X Happy to connect with you 😊

[Sani Aliyu Muhammad @Msaneeh_]

@wtf_nakul7 @X Let's connect

[Sani Aliyu Muhammad @Msaneeh_]

@mindinpanic @X Happy to connect with you 😊

[Sani Aliyu Muhammad @Msaneeh_]

Hey all @X

I'm looking to #connect with
people interested in:
SAAS
Frontend
Backend
Fullstack
AI/ML
DevOps
Web3
Cloud
Open Source
Tech Writing

Let's grow together 🤝📈

[Sani Aliyu Muhammad @Msaneeh_]

@siya_twt_ Let's connect

[Sani Aliyu Muhammad @Msaneeh_]

@GithubProjects https://t.co/SfIojSxqtj

[Sani Aliyu Muhammad @Msaneeh_]

@Officially_Dev_ @X Let's connect