Muhammad Mehdi MMEHDI0606

hey, I'm Mehdi 👋

CS student at FAST-NUCES Islamabad (graduating '27) who builds AI systems that actually have to work — not just pass a demo.

Currently interning at XCorre architecting LLM pipelines for live brand campaigns. Before that I learned the hard way that a prompt that looks great in a notebook can quietly destroy your output quality in production. Now I maintain versioned prompt libraries and fallback behaviors like a religion.

🔭 Currently working on

Agentic AI pipelines for automated marketing at XCorre (LLMs + GANs in production)
AI automation systems: voice agents, lead gen workflows, social media optimization

🌱 Currently learning

Production-grade LLM evaluation and regression testing
CI/CD and cloud fundamentals for AI systems
Making multi-agent systems less chaotic and more trustworthy

🏆 Recent win

🥉 Ranked 3rd nationally in the All Pakistan Prompt Engineering Competition out of 3,000+ — took home PKR 50,000 and a lot of respect for how hard Pakistan's CS community goes

💬 Ask me about

Agentic workflows and where they break in the real world
Prompt engineering that actually holds up under pressure
Building with Claude API / MCP / n8n
Getting AI systems from "it works on my laptop" to something other people can use

🤝 Looking to collaborate on

Open-source AI tooling (already contributed to a 26,500 ★ repo — it's addictive)
Anything at the intersection of LLMs and real-world automation

📫 Reach me at

⚡ Fun fact

I co-founded an education non-profit at 14. We've run robotics and AI programs across 5 institutions in Pakistan. Still going.
I also deadlift. Started at 80kg two years ago. Now at 180kg. Consistency works the same way in the gym and in the terminal.

hey, I'm Mehdi 👋

CS student at FAST-NUCES Islamabad (graduating '27) who builds AI systems that actually have to work — not just pass a demo.

Currently interning at XCorre architecting LLM pipelines for live brand campaigns. Before that I learned the hard way that a prompt that looks great in a notebook can quietly destroy your output quality in production. Now I maintain versioned prompt libraries and fallback behaviors like a religion.

🔭 Currently working on

Agentic AI pipelines for automated marketing at XCorre (LLMs + GANs in production)
AI automation systems: voice agents, lead gen workflows, social media optimization

🌱 Currently learning

Production-grade LLM evaluation and regression testing
CI/CD and cloud fundamentals for AI systems
Making multi-agent systems less chaotic and more trustworthy

🏆 Recent win

🥉 Ranked 3rd nationally in the All Pakistan Prompt Engineering Competition out of 3,000+ — took home PKR 50,000 and a lot of respect for how hard Pakistan's CS community goes

💬 Ask me about

Agentic workflows and where they break in the real world
Prompt engineering that actually holds up under pressure
Building with Claude API / MCP / n8n
Getting AI systems from "it works on my laptop" to something other people can use

🤝 Looking to collaborate on

Open-source AI tooling (already contributed to a 26,500 ★ repo — it's addictive)
Anything at the intersection of LLMs and real-world automation

📫 Reach me at

⚡ Fun fact

I co-founded an education non-profit at 14. We've run robotics and AI programs across 5 institutions in Pakistan. Still going.
I also deadlift. Started at 80kg two years ago. Now at 180kg. Consistency works the same way in the gym and in the terminal.

hey, I'm Mehdi 👋

CS student at FAST-NUCES Islamabad (graduating '27) who builds AI systems that actually have to work — not just pass a demo.

Currently interning at XCorre architecting LLM pipelines for live brand campaigns. Before that I learned the hard way that a prompt that looks great in a notebook can quietly destroy your output quality in production. Now I maintain versioned prompt libraries and fallback behaviors like a religion.

🔭 Currently working on

Agentic AI pipelines for automated marketing at XCorre (LLMs + GANs in production)
AI automation systems: voice agents, lead gen workflows, social media optimization

🌱 Currently learning

Production-grade LLM evaluation and regression testing
CI/CD and cloud fundamentals for AI systems
Making multi-agent systems less chaotic and more trustworthy

🏆 Recent win

🥉 Ranked 3rd nationally in the All Pakistan Prompt Engineering Competition out of 3,000+ — took home PKR 50,000 and a lot of respect for how hard Pakistan's CS community goes

💬 Ask me about

Agentic workflows and where they break in the real world
Prompt engineering that actually holds up under pressure
Building with Claude API / MCP / n8n
Getting AI systems from "it works on my laptop" to something other people can use

🤝 Looking to collaborate on

Open-source AI tooling (already contributed to a 26,500 ★ repo — it's addictive)
Anything at the intersection of LLMs and real-world automation

📫 Reach me at

⚡ Fun fact

I co-founded an education non-profit at 14. We've run robotics and AI programs across 5 institutions in Pakistan. Still going.
I also deadlift. Started at 80kg two years ago. Now at 180kg. Consistency works the same way in the gym and in the terminal.

hey, I'm Mehdi 👋

CS student at FAST-NUCES Islamabad (graduating '27) who builds AI systems that actually have to work — not just pass a demo.

Currently interning at XCorre architecting LLM pipelines for live brand campaigns. Before that I learned the hard way that a prompt that looks great in a notebook can quietly destroy your output quality in production. Now I maintain versioned prompt libraries and fallback behaviors like a religion.

🔭 Currently working on

Agentic AI pipelines for automated marketing at XCorre (LLMs + GANs in production)
AI automation systems: voice agents, lead gen workflows, social media optimization

🌱 Currently learning

Production-grade LLM evaluation and regression testing
CI/CD and cloud fundamentals for AI systems
Making multi-agent systems less chaotic and more trustworthy

🏆 Recent win

🥉 Ranked 3rd nationally in the All Pakistan Prompt Engineering Competition out of 3,000+ — took home PKR 50,000 and a lot of respect for how hard Pakistan's CS community goes

💬 Ask me about

Agentic workflows and where they break in the real world
Prompt engineering that actually holds up under pressure
Building with Claude API / MCP / n8n
Getting AI systems from "it works on my laptop" to something other people can use

🤝 Looking to collaborate on

Open-source AI tooling (already contributed to a 26,500 ★ repo — it's addictive)
Anything at the intersection of LLMs and real-world automation

📫 Reach me at

⚡ Fun fact

I co-founded an education non-profit at 14. We've run robotics and AI programs across 5 institutions in Pakistan. Still going.
I also deadlift. Started at 80kg two years ago. Now at 180kg. Consistency works the same way in the gym and in the terminal.

hey, I'm Mehdi 👋

CS student at FAST-NUCES Islamabad (graduating '27) who builds AI systems that actually have to work — not just pass a demo.

Currently interning at XCorre architecting LLM pipelines for live brand campaigns. Before that I learned the hard way that a prompt that looks great in a notebook can quietly destroy your output quality in production. Now I maintain versioned prompt libraries and fallback behaviors like a religion.

🔭 Currently working on

Agentic AI pipelines for automated marketing at XCorre (LLMs + GANs in production)
AI automation systems: voice agents, lead gen workflows, social media optimization

🌱 Currently learning

Production-grade LLM evaluation and regression testing
CI/CD and cloud fundamentals for AI systems
Making multi-agent systems less chaotic and more trustworthy

🏆 Recent win

🥉 Ranked 3rd nationally in the All Pakistan Prompt Engineering Competition out of 3,000+ — took home PKR 50,000 and a lot of respect for how hard Pakistan's CS community goes

💬 Ask me about

Agentic workflows and where they break in the real world
Prompt engineering that actually holds up under pressure
Building with Claude API / MCP / n8n
Getting AI systems from "it works on my laptop" to something other people can use

🤝 Looking to collaborate on

Open-source AI tooling (already contributed to a 26,500 ★ repo — it's addictive)
Anything at the intersection of LLMs and real-world automation

📫 Reach me at

⚡ Fun fact

I co-founded an education non-profit at 14. We've run robotics and AI programs across 5 institutions in Pakistan. Still going.
I also deadlift. Started at 80kg two years ago. Now at 180kg. Consistency works the same way in the gym and in the terminal.

hey, I'm Mehdi 👋

CS student at FAST-NUCES Islamabad (graduating '27) who builds AI systems that actually have to work — not just pass a demo.

Currently interning at XCorre architecting LLM pipelines for live brand campaigns. Before that I learned the hard way that a prompt that looks great in a notebook can quietly destroy your output quality in production. Now I maintain versioned prompt libraries and fallback behaviors like a religion.

🔭 Currently working on

Agentic AI pipelines for automated marketing at XCorre (LLMs + GANs in production)
AI automation systems: voice agents, lead gen workflows, social media optimization

🌱 Currently learning

Production-grade LLM evaluation and regression testing
CI/CD and cloud fundamentals for AI systems
Making multi-agent systems less chaotic and more trustworthy

🏆 Recent win

🥉 Ranked 3rd nationally in the All Pakistan Prompt Engineering Competition out of 3,000+ — took home PKR 50,000 and a lot of respect for how hard Pakistan's CS community goes

💬 Ask me about

Agentic workflows and where they break in the real world
Prompt engineering that actually holds up under pressure
Building with Claude API / MCP / n8n
Getting AI systems from "it works on my laptop" to something other people can use

🤝 Looking to collaborate on

Open-source AI tooling (already contributed to a 26,500 ★ repo — it's addictive)
Anything at the intersection of LLMs and real-world automation

📫 Reach me at

⚡ Fun fact

I co-founded an education non-profit at 14. We've run robotics and AI programs across 5 institutions in Pakistan. Still going.
I also deadlift. Started at 80kg two years ago. Now at 180kg. Consistency works the same way in the gym and in the terminal.

hey, I'm Mehdi 👋

CS student at FAST-NUCES Islamabad (graduating '27) who builds AI systems that actually have to work — not just pass a demo.

Currently interning at XCorre architecting LLM pipelines for live brand campaigns. Before that I learned the hard way that a prompt that looks great in a notebook can quietly destroy your output quality in production. Now I maintain versioned prompt libraries and fallback behaviors like a religion.

🔭 Currently working on

Agentic AI pipelines for automated marketing at XCorre (LLMs + GANs in production)
AI automation systems: voice agents, lead gen workflows, social media optimization

🌱 Currently learning

Production-grade LLM evaluation and regression testing
CI/CD and cloud fundamentals for AI systems
Making multi-agent systems less chaotic and more trustworthy

🏆 Recent win

🥉 Ranked 3rd nationally in the All Pakistan Prompt Engineering Competition out of 3,000+ — took home PKR 50,000 and a lot of respect for how hard Pakistan's CS community goes

💬 Ask me about

Agentic workflows and where they break in the real world
Prompt engineering that actually holds up under pressure
Building with Claude API / MCP / n8n
Getting AI systems from "it works on my laptop" to something other people can use

🤝 Looking to collaborate on

Open-source AI tooling (already contributed to a 26,500 ★ repo — it's addictive)
Anything at the intersection of LLMs and real-world automation

📫 Reach me at

⚡ Fun fact

I co-founded an education non-profit at 14. We've run robotics and AI programs across 5 institutions in Pakistan. Still going.
I also deadlift. Started at 80kg two years ago. Now at 180kg. Consistency works the same way in the gym and in the terminal.

hey, I'm Mehdi 👋

CS student at FAST-NUCES Islamabad (graduating '27) who builds AI systems that actually have to work — not just pass a demo.

Currently interning at XCorre architecting LLM pipelines for live brand campaigns. Before that I learned the hard way that a prompt that looks great in a notebook can quietly destroy your output quality in production. Now I maintain versioned prompt libraries and fallback behaviors like a religion.

🔭 Currently working on

Agentic AI pipelines for automated marketing at XCorre (LLMs + GANs in production)
AI automation systems: voice agents, lead gen workflows, social media optimization

🌱 Currently learning

Production-grade LLM evaluation and regression testing
CI/CD and cloud fundamentals for AI systems
Making multi-agent systems less chaotic and more trustworthy

🏆 Recent win

🥉 Ranked 3rd nationally in the All Pakistan Prompt Engineering Competition out of 3,000+ — took home PKR 50,000 and a lot of respect for how hard Pakistan's CS community goes

💬 Ask me about

Agentic workflows and where they break in the real world
Prompt engineering that actually holds up under pressure
Building with Claude API / MCP / n8n
Getting AI systems from "it works on my laptop" to something other people can use

🤝 Looking to collaborate on

Open-source AI tooling (already contributed to a 26,500 ★ repo — it's addictive)
Anything at the intersection of LLMs and real-world automation

📫 Reach me at

⚡ Fun fact

I co-founded an education non-profit at 14. We've run robotics and AI programs across 5 institutions in Pakistan. Still going.
I also deadlift. Started at 80kg two years ago. Now at 180kg. Consistency works the same way in the gym and in the terminal.

Muhammad Mehdi MMEHDI0606

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hey, I'm Mehdi 👋

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Muhammad Mehdi MMEHDI0606

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hey, I'm Mehdi 👋

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Muhammad Mehdi MMEHDI0606

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hey, I'm Mehdi 👋

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Muhammad Mehdi MMEHDI0606

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hey, I'm Mehdi 👋

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Muhammad Mehdi MMEHDI0606

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hey, I'm Mehdi 👋

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Muhammad Mehdi MMEHDI0606

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hey, I'm Mehdi 👋

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Muhammad Mehdi MMEHDI0606

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hey, I'm Mehdi 👋

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Muhammad Mehdi MMEHDI0606

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hey, I'm Mehdi 👋

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