Ibad Ur Rehman

AI Engineer & Full Stack Developer | I start with the business problem and build AI systems that solve it

[Ibad Ur Rehman @ibad363]

I'm Ibad — an AI Engineer building AI agents, automation systems, and full-stack products.

I share what I'm building, what I'm learning from real projects, and interesting AI opportunities I discover.

→ Agentic AI
→ AI automation
→ Vertical AI
→ SaaS
→ Full-stack products

[Ibad Ur Rehman @ibad363]

Stop sending every AI request to the same expensive model.

Add a lightweight router:

→ Simple tasks → fast, cheap model
→ Complex reasoning → frontier model
→ Uncertain → escalate

Lower cost. Faster responses. Better routing.

[Ibad Ur Rehman @ibad363]

AI doesn’t always need to think in words.

Jev AI by TypeSafe AI takes a different approach: a System 1 decision model that returns probabilities instead of paragraphs.

Fast decisions. Lower cost. No free-form hallucinated answers.

Could this change how we build AI agents?

[Ibad Ur Rehman @ibad363]

@SarcasticIsabel @grok of course, C

(i mean chinese open source models) 🤭

[Ibad Ur Rehman @ibad363]

MCP isn't just another API integration.

Before: every agent needs custom code for every tool.

With MCP: agents connect to one standard layer, and tools plug into it.

The question changes from "What can the model answer?" to "What can the agent actually do?"

[Ibad Ur Rehman @ibad363]

I stopped prompting AI manually. I built loops instead. 🚀

Instead of babysitting AI turn-by-turn:
⏰ Heartbeat triggers it
🧠 Skill guides it
🕵️ Maker-Checker audits it
🦴 Spine remembers progress

Prompting is watching AI cook. Looping is setting the timer & walking away.

[Ibad Ur Rehman @ibad363]

Old software deal:
You pay for the tool.
You do the work.

New deal:
You pay for the result.
AI does the work.

Same outcome. Zero labor from you.
The shift is happening now.

[Ibad Ur Rehman @ibad363]

🚀 Completed Gold Tier of Hackathon 0: Personal AI Employee 🤖

Built an AI agent that monitors emails/files, automates social posts, generates weekly CEO briefings, and runs autonomous task loops with approvals.

One step closer to a real Digital FTE. #AI #Automation #AgenticAI

[Ibad Ur Rehman @ibad363]

🚀 Hackathon 0 — Silver Tier Completed 🤖
Upgraded my Digital FTE (AI Employee):

✅ Multiple Watchers
✅ Auto LinkedIn posting
✅ Claude reasoning loop
✅ MCP for real actions
✅ Human approval
✅ Scheduling

Now it observes, plans & acts 24/7 🚀

#AI #Hackathon #DigitalFTE

[Ibad Ur Rehman @ibad363]

1 month no posts 😅 Busy with VU exams.

Now back & started Personal AI Employee Hackathon 0 🤖

Bronze Tier completed ✅ (Filesystem watcher + Claude working)
Now moving to Silver 🚀

Goal: Build a Digital AI Employee that runs life & business 24/7 on autopilot.

#AI #Hackathon

[Ibad Ur Rehman @ibad363]

🚀 Hackathon Phase III Completed — AI-Powered Todo Chatbot 🤖

Built a natural-language Todo system using Agentic AI + MCP.

Chat to add, update, list & delete tasks — fully spec-driven, no manual coding.

Next: Kubernetes & Cloud-Native AI 🚀
#GIAIC #AgenticAI #MCP #AIChatbot

[Ibad Ur Rehman @ibad363]

🚀 Hackathon Phase II Completed — Full-Stack Todo App!

Built a multi-user Todo app using Spec-Driven Development — no manual coding.

Next.js + FastAPI + Neon PostgreSQL + JWT auth.
Moving next to AI-powered agents 🚀

https://t.co/F9RnkP8xhS

#SpecDrivenDevelopment #AgenticAI

[Ibad Ur Rehman @ibad363]

🚀 GIAIC Hackathon II — Phase I Done!

Built an in-memory Python Todo app using Spec-Driven Development — no manual coding!
Specs → Plan → Tasks → AI implementation via Claude Code + Spec-Kit Plus.
Mindset shift: coder ➝ system architect 🧠

#AgenticAI #SpecDrivenDevelopment

[Ibad Ur Rehman @ibad363]

🚀 Back after 1 month — learning never stopped!

Completed GIAIC Hackathon 1 (AI-native textbook + RAG chatbot) and starting Hackathon 2 today with more confidence.

Built with Agentic AI, RAG & spec-driven dev. 🔥

#GIAIC #Hackathon #AgenticAI #RAG #AIDevelopment

[Ibad Ur Rehman @ibad363]

💻⚙️ Connected Firebase + Google Workspace MCP — now running 149+ tools with Gemini CLI! 🚀

From Gmail & Drive to Firestore & Auth — all controlled via AI prompts. 💪

Debugged for hours, but it’s finally working perfectly! 🔥

#GeminiCLI #MCP #AgenticAI #Automation #AItools

[Ibad Ur Rehman @ibad363]

🚀 Back on Track — and Leveling Up Fast! 💪
Learning nonstop in AI & Dev 👇
✅ Mastered OpenAI Agents SDK
🧠 Studied Prompt & Context Eng.
⚙️ Exploring Gemini CLI — AI teammate for devs!
Next: Vercel MCP for prompt-based deploys. ⚡

#AgenticAI #GeminiCLI #AItools #OpenAI

[Ibad Ur Rehman @ibad363]

📘 Agentic AI Series
🤖 What is Agentic AI?
It’s not just chat — it thinks, plans & acts.
✅ Understands tasks
✅ Uses tools & memory
✅ Works autonomously

Built using OpenAI Agents SDK ⚙️
Next-gen AI for real-world workflows.
#AgenticAI #OpenAI #LLM #AIExplained

[Ibad Ur Rehman @ibad363]

📘 Agentic AI Series – Part 3
⚙️ Modern AI Building Blocks
🔹 Transformers – context masters (used in ChatGPT)
🔹 GANs – power deepfakes & AI art
🔹 Diffusion – turn noise into images (like DALL·E)
🔹 LLMs – language brains of AI

Next: AI agents 👇
#AI #GenAI #LLMs #AgenticAI

[Ibad Ur Rehman @ibad363]

📘 Agentic AI Series – Part 2
🧠 From Text to Intelligence
🔹 Tokenization
🔹 Text → Numbers
🔹 Vector Embeddings
🔹 Descriptors

How LLMs understand meaning, context & similarity.
Save if you're learning AI step-by-step!
#AI #LLM #VectorSearch #AgenticAI

[Ibad Ur Rehman @ibad363]

🤖 What is AI? Explained Simply!

AI = Teaching machines to think & decide
ML = Machines learn from data
Deep Learning = Neural networks mimic the brain 🧠
🔹 ANI, AGI, ASI
🔹 Neural Networks
#AI #ML #DeepLearning #AIForBeginners