Mohammad Ajmal

AI Product Builder | Final-year Software Engineering student | Web Developer | Building digital products & automation workflows. Sharing what I learn.

[Mohammad Ajmal @MuhammadAjmalAI]

Hi, I’m Muhammad Ajmal 👋

AI Product Builder, Web Developer & final-year Software Engineering student.

I build useful digital products and automation workflows—and share what I learn.

Currently building UstadWork: https://t.co/zLf7hjawhx

Build → Ship → Sell.

[Mohammad Ajmal @MuhammadAjmalAI]

One question for software builders:

What helps you learn a technical concept fastest?

A) Small project
B) Documentation
C) Video course

My pick: A small project plus docs. What’s yours?

#BuildInPublic #LearnInPublic

[Mohammad Ajmal @MuhammadAjmalAI]

Current build principle: Duplicate protection.

Before publishing, I check that the status is READY and the post ID is empty.

A simple guard can prevent costly duplicate posts.

#BuildInPublic #Automation

[Mohammad Ajmal @MuhammadAjmalAI]

Built and launched my LinkedIn AI Publisher with n8n 🚀

Approved topic → AI research → post writing → validation → branded image → LinkedIn publishing → result tracking.

The complete automation is now live. Watch the video to see it in action.

#n8n #AIAutomation

[Mohammad Ajmal @MuhammadAjmalAI]

A practical lesson in Data structures:

The right structure can simplify the whole solution. Lists, sets, and dictionaries solve different access patterns.

Choosing data well often removes extra code.

#SoftwareEngineering #Python

[Mohammad Ajmal @MuhammadAjmalAI]

@Ezekiel_dev1 sure

[Mohammad Ajmal @MuhammadAjmalAI]

Built and launched my own X publishing automation with n8n. 🚀

Google Sheets → READY filter → validation → publish → save result.

It now posts 3 times daily and prevents duplicates.

Small workflow. Real time saved.

#BuildInPublic #n8n #Automation

[Mohammad Ajmal @MuhammadAjmalAI]

Developer poll:

When starting a new feature, what comes first?

A) Sketch the flow
B) Write code
C) Define tests

My pick: Sketch the flow. What’s yours?

#BuildInPublic #SoftwareEngineering

[Mohammad Ajmal @MuhammadAjmalAI]

Automation note: Explicit queue status.

Each item moves through READY, PUBLISHED, or ERROR. Explicit state makes the next action obvious.

The sheet becomes the source of truth.

#BuildInPublic #n8n

[Mohammad Ajmal @MuhammadAjmalAI]

@saen_dev Exactly. I use a manual checkpoint: content stays DRAFT until I review it and mark it READY in Google Sheets. The publisher only pulls READY rows and marks them PUBLISHED afterward. I may add confidence-based QA later, but human approval will remain the final gate.

[Mohammad Ajmal @MuhammadAjmalAI]

Build focus: Separate publishing workflows ⚙️

Research and writing stay separate from publishing. The publisher only reads approved text, posts it, and records the result.

#BuildInPublic #Automation

[Mohammad Ajmal @MuhammadAjmalAI]

One thing I’m learning: Time complexity.

A solution that works for ten items may fail at ten thousand. Big-O helps compare how work grows.

Performance starts with understanding the shape of the problem.

#SoftwareEngineering #Algorithms

[Mohammad Ajmal @MuhammadAjmalAI]

@Ezekiel_dev1 Thanks, Ezekiel! Appreciate it. I’d love to exchange ideas and learn about the workflows you’ve built for clients. Let’s connect.

[Mohammad Ajmal @MuhammadAjmalAI]

Builders, quick question 👇

What are you building this weekend?

A) SaaS
B) AI tool
C) Automation

My pick: Automation connected to real software. What’s yours?

#BuildInPublic #SoftwareEngineering

[Mohammad Ajmal @MuhammadAjmalAI]

Engineering note: Problem decomposition 💡

Large problems become manageable when they are split into small inputs, rules, and outputs.

I now define each small step before choosing a tool.

#SoftwareEngineering #LearnInPublic

[Mohammad Ajmal @MuhammadAjmalAI]

Building a new X publishing workflow with n8n — one step closer to smarter content automation. 🚀

[Mohammad Ajmal @MuhammadAjmalAI]

FREE Claude Max 20x for 6 months! 🚀

Eligible open-source maintainers and contributors can apply through Claude for Open Source.

Comment “CLAUDE” and Follow I’ll DM you the official application link.

Eligibility criteria apply.

#OpenSource #ClaudeAI

[Mohammad Ajmal @MuhammadAjmalAI]

@samuraipreneur We are also sharing something 😁

[Mohammad Ajmal @MuhammadAjmalAI]

Built and published VisionTrack AI — a real-time object detection and multi-object tracking app with webcam/video input, ByteTrack, class filtering, live FPS and object statistics, plus annotated MP4 export.

GitHub repository: https://t.co/z2XM8jEkkO

#ComputerVision #Python #AI

[Mohammad Ajmal @MuhammadAjmalAI]

A responsive Language Translator built with Python, Flask, JavaScript & the MyMemory API. 🌍

Auto-detect, copy, listen, swap and clear included. 20/20 tests passed.

Code: https://t.co/IXRvYH928L

#Python #Flask

[Mohammad Ajmal @MuhammadAjmalAI]

Built & shipped QuickHelp—an intelligent FAQ chatbot using Python, NLP, cosine similarity, and Streamlit. 🚀

✅ 15 automated tests passed
✅ Documented and published on GitHub
Code: https://t.co/eZKUP4ZlJk

#Python #NLP #BuildInPublic