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@MustafaZ1c1

PhD Economist | Shaping education systems & policy futures | Author: Reforming School Education & the Language Dilemma | Independent mind | Single | Islamabad

Islamabad เข้าร่วม Mayıs 2021
5.8K กำลังติดตาม2.3K ผู้ติดตาม
Mustafa
Mustafa@MustafaZ1c1·
@_AzeemButt Saad is going behind bars for good. He will be barred from travelling abroad, and after this, all his friends and colleagues need to be investigated.
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Azeem Butt
Azeem Butt@_AzeemButt·
اب انتہائی خطرناک اور تشویشناک حقائق سامنے آ رہے ہیں۔ کچھ جاننے والوں کے مطابق حافظ سعد ریاض کو ایک ایس ایچ او نے ذاتی رنجش کی بنا پر اتنے سنگین الزام میں نامزد کر کے ایف آئی آر دی کہ اس کا القاعدہ سے تعلق ہے۔ یہ ایک ایسا الزام ہے جس کے بعد انسان ساری زندگی مشکوک ہو جاتا ہے۔ جبکہ اطلاعات کے مطابق اس اس کیس میں اصل وجہ ایک سی ٹی ڈی افسر کی @hafizsaadriaz سے اس لئے ذاتی رنجش تھی کیونکہ سعد ایرانی پراکسیز کیخلاف لکھتا تھا۔ اداروں سے اور حکومت سے درخواست ہے کہ ان معاملات کا سختی سے نوٹس لیں اور اگر کوئی سرکاری افسر اس طرح کی حرکات کہ ذاتی رنجش پر لوگوں پر دہشتگردی کے الزام لگا کر اپنے اختیار کا غلط استعمال کر رہا اس کو عبرت کا نشان بنائیں۔ خدارا عام عوام کو پڑھے لکھے لوگوں کو آزاد معاشرے میں آزاد سوچ کے ساتھ جینے دیں سعد کو جینے دو #ReleaseHafizSaadRiaz
Azeem Butt tweet media
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Mustafa
Mustafa@MustafaZ1c1·
@Sharmeen_Qayyum The case against Saad is not random, and certainly not just some SHO’s personal grudge. He is an Al‑Qaeda member; agencies have been surveilling him since last year.
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Sharmeen A. Qayyum 🇵🇸🇵🇰
ایسے اہلکاروں کو جو ذاتی عناد کی بنیاد پر اپنے اختیارات کا ناجائز استعمال کر کے عام شہریوں کی زندگی خراب کرتے ہیں کو سزا دی جانی چاہئے۔ #ReleaseSaad
Azeem Butt@_AzeemButt

اب انتہائی خطرناک اور تشویشناک حقائق سامنے آ رہے ہیں۔ کچھ جاننے والوں کے مطابق حافظ سعد ریاض کو ایک ایس ایچ او نے ذاتی رنجش کی بنا پر اتنے سنگین الزام میں نامزد کر کے ایف آئی آر دی کہ اس کا القاعدہ سے تعلق ہے۔ یہ ایک ایسا الزام ہے جس کے بعد انسان ساری زندگی مشکوک ہو جاتا ہے۔ جبکہ اطلاعات کے مطابق اس اس کیس میں اصل وجہ ایک سی ٹی ڈی افسر کی @hafizsaadriaz سے اس لئے ذاتی رنجش تھی کیونکہ سعد ایرانی پراکسیز کیخلاف لکھتا تھا۔ اداروں سے اور حکومت سے درخواست ہے کہ ان معاملات کا سختی سے نوٹس لیں اور اگر کوئی سرکاری افسر اس طرح کی حرکات کہ ذاتی رنجش پر لوگوں پر دہشتگردی کے الزام لگا کر اپنے اختیار کا غلط استعمال کر رہا اس کو عبرت کا نشان بنائیں۔ خدارا عام عوام کو پڑھے لکھے لوگوں کو آزاد معاشرے میں آزاد سوچ کے ساتھ جینے دیں سعد کو جینے دو #ReleaseHafizSaadRiaz

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Mustafa
Mustafa@MustafaZ1c1·
@Sharmeen_Qayyum @hafizsaadriaz You call an Al‑Qaeda recruiter ‘brother’ does that mean you’re also a member of Al‑Qaeda? Jawab duh 🙄
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Sharmeen A. Qayyum 🇵🇸🇵🇰
My brother @hafizsaadriaz, I’m so proud of you. Even without being on electronic media, you’ve become a nightmare for these so-called “Khan k diye hue شعور walay” people. May you return safely very soon. Ameen
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Mustafa@MustafaZ1c1·
@elifbrx Im 34 and honestly we are not the monsters you think we are.
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f@elifbrx·
sister of a friend (she is 18 or 19) got baat pakked to someone filthy rich at 32.
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Mustafa
Mustafa@MustafaZ1c1·
@Jessbauti00 @MOSSADil UK raid was on AROPL (2015 Shia fringe led by Hashem Mahdi claimant)—NOT Ahmadiyya Muslims (1889 peaceful community). Different origins, beliefs.
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Mossad Commentary
Mossad Commentary@MOSSADil·
🇬🇧 JUST IN: Massive clashes erupt outside an Ahmadis Islamic sect building in the UK, with tensions escalating as crowds gather and confrontations unfold. Authorities are monitoring the situation.
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Mustafa@MustafaZ1c1·
@MOSSADil UK police raided AROPL (founded 2015 by Abdullah Hashem, a self-proclaimed Mahdi from Shia roots), NOT Ahmadiyya Muslims UK. Ahmadiyya JAMMAT is different.
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Mustafa
Mustafa@MustafaZ1c1·
@AyeshaA_Q If anyone could be an Al-Qaeda recruiter, it would be your husband. He's educated, works in digital media, and he's a member of Jamaat-e-Islami as well. So if anybody can recruit for Al-Qaeda in Pakistan, it's your husband. CTD has very strong evidence.
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Ayesha A.Qayyum 🇵🇰🇵🇸🍁
Hi all, Calling out Dawn for a straight-up journalistic failure. Since when does Dawn copy-paste the versions of notorious departments like CTD and call it reporting? No call, no verification, no family position, nothing. Just a one-sided story that plays directly into a fabricated case. Our statements were public. The facts, documents, and visual evidence were a phone call away. You chose not to pick it up. I’d not call it an oversight, this is negligence at min., complicity at worst. You’ve taken a fellow young journalist at his lowest point and helped frame him instead of doing the bare minimum your profession demands. Fix this. Put our side on record. Or own the fact that you chose convenience over truth. @dawn_com dawn.com/news/1997111
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Mustafa@MustafaZ1c1·
Chennai is a bellwether for Tamil Nadu — whoever sweeps Chennai usually wins the state.
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Mustafa
Mustafa@MustafaZ1c1·
Congratulations to Peshawar on winning PSL 2026! Well deserved!
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Mustafa
Mustafa@MustafaZ1c1·
@nomi_shahh_ You're about to get deported anyway, so your only real option is to marry some local woman and hope she saves you.
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Mustafa
Mustafa@MustafaZ1c1·
@KriSN200 TMC will win between 215 and 228 seats in West Bengal. I'm predicting from Pakistan — if I'm right tum sbki lay lun ga 🤣
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KRISH 🛡️
KRISH 🛡️@KriSN200·
BJP - 127 TMC - 162 OTH - 5 Error Margin ±9 #BengalElection Result Prediction — TMC Victory.
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Mustafa
Mustafa@MustafaZ1c1·
@Salman95689718 215-228 TMC... I'm predicting from Pakistan... If I'm right, every Indian poster in Delhi should resign from their job after tomorrow.
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Salman
Salman@Salman95689718·
If TMC loses tomorrow, it will mark the end of the road for opposition parties for the next 50 years. And if BJP wins tomorrow, it will be their second major historic victory after the 2014 general election.
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Mustafa
Mustafa@MustafaZ1c1·
@khan_sanie Jemima was 21 when she married Imran Khan in 1995. She's 52 now, so she's not 62.
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Mustafa@MustafaZ1c1·
@ArifAlvi @DrAwab @ImranKhanPTI Arif Alvi, you are shameless. Imran Khan made you president, but all you do is talk about AI while he is suffering in jail. Shut up if you have nothing solid to say.
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Dr. Arif Alvi
Dr. Arif Alvi@ArifAlvi·
My leader @ImranKhanPTI sits in jail with his health in jeopardy. His imprisonment weighs on us every day. But I know him well enough to say this: He would want Pakistan's young people to keep building, to take on the world. Especially in AI. Especially now, without losing sight of the political struggle, which we will not abandon. This thread is for them 🧵 — Forced to stay away from my country gave me two benefits: More time and more passion. I chose not to waste either. This is a personal account: It started with my need to transcribe my long speeches, some over thirty minutes, in mixed English and Urdu on YouTube (which gave a Hindi/Sanskrit transcript). The platforms available would do a bad job with the mix. So, I asked my coaches — ChatGPT, Claude & Gemini and I concluded to do it myself, locally, with Whisper’s large, medium & small models and other AI tools. This was completed in Dec ‘25 For the sake of open source and transparency, I am publishing it on GitHub. github.com/DrArifAlvi/you… In January ’26, I began building the Dr Arif Alvi AI Archive. An attempt to bring together everything I had said, written, read, and recorded across decades, and make it searchable, synthesizable, MINE. I built it alone. No team. No budget. Just time, curiosity, and persistence. It runs entirely on my enhanced laptop. My data never leaves it. My AI agents ingest my writings/articles; thousands of books read and summarised; millions of words of archival material; my thousands of speeches on YouTube press conferences; thousands of talk show appearances since 2000 and clips on YouTube. All scraped from the net via APIs— indexed, and alive inside my local RAG (Retrieval Augmented Generation) system that answers back. My 50,000+ tweets are searchable faster than X's own tools. Not just by keyword but semantically. None of it leaves my computer or enters the public domain, remains private. — The local LLMs answer questions, draft research briefs, synthesize across all data. When I need to reach beyond my own archive, they augment from public LLMs — ChatGPT, Claude, DeepSeek, others. I use the archive every day, updating it regularly. It has changed how I think and work. — Following are the layers of the stack — what I built is one-of-one. But what I built it from is available to every-one: ▶️ Ollama / Llama / Phi / Qwen — local LLMs running entirely on-device ▶️ Whisper — bilingual English-Urdu speech transcription ▶️ ChromaDB — vector memory across 70,000+ chunks ▶️ Sentence Transformers — semantic search across tweets, speeches, and archives ▶️ Streamlit — dashboard with dual modes: semantic search and AI research ▶️ Six LLM interfaces (ChatGPT, Claude, DeepSeek, Gemini, Perplexity, Copilot) for python scripts and for augmentation of local output ▶️ OpenClaw and GitHub — for code management ▶️VS Code — for scripts and code writing None of them are mine. The COMPOSITION is mine. — I should tell you what it took to get here. I started learning Python basics from online courses. I am not a programmer, but I reviewed and iterated over a million lines of scripts —learning, correcting, improving, understanding—just enough to keep going. I had launched Pakistan's Presidential Initiative on Artificial Intelligence in 2019. I thought I understood AI but I took advanced courses anyway. There is always more to learn, and humility about ignorance is not a weakness. It is the only honest starting point. — There are tens of thousands of students, researchers, operators, lawyers, and doctors across Pakistan and the world, quietly trying to dabble in AI right now. To them I would say: software writing is mostly done by machines today. You do not need to become a programmer. You need to understand enough to read, direct, correct and employ tools — like a symphony conductor, with an AI baton. More than anything, pick a project. Something real, something yours.🔑 Scripts fill the architecture. Concrete fills the blueprint. GET TO WORK And do not move slowly. AI tools and agentic systems are changing every single day. What was remarkable yesterday is ordinary today. Sometimes the gap is hours, not months. The people who stay ahead are not waiting to fully understand it before they begin. THEY ARE ALREADY BUILDING. — Pakistan cannot afford to fall behind in this. Not out of nostalgia for what Pakistan was, but out of economic and strategic urgency for what it must become — because our talented, hungry people can build anything when given the tools and the leadership. This is for them. START
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Awab Alvi
Awab Alvi@DrAwab·
I’ve spent years thinking I was the tech expert in the family — I was wrong 🤣 While in exile, @ArifAlvi taught himself Python and built a self hosted & self compiled AI Archive from scratch. Of his life, politics and presidency. No team, no budget—just custom code to suit his own needs, analysis and AI product As someone like myself who works with AI daily in my dental practice and also on a few other projects on the side, I’m genuinely floored. This is more than an archive; it’s a blueprint for how our local dev community should move forward to use AI tools to make sense of complexity I’m trying to convince him to post the full architecture. Watch this space. 🇵🇰
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Mustafa
Mustafa@MustafaZ1c1·
Any Jamaat-e-Islami supporter can become a future Al-Qaeda leader or recruiter. Mohammad Saad, being one, fits this profile. The police CTD didn't arrest him without reason, they acted on strong evidence and a major tip-off. @hafizsaadriaz
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Salim
Salim@WaheedXo·
this video overstimulated me in ways i’ve never experienced like my jaw just kept dropping😭😂..
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Mustafa@MustafaZ1c1·
@nypost NYC post you zionist s*-t
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New York Post
New York Post@nypost·
NYC dad found murdered in Colombia was looking for new bride after his marriage to teenager failed trib.al/VljGBTj
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Mustafa@MustafaZ1c1·
BJP is winning big in Assam not because of Himanta Sarma's looks or speaking style, but because he has delivered on the ground in ways that matter to Assamese voters.
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Mustafa@MustafaZ1c1·
My prediction: TMC wins, but with a reduced majority. I think Didi’s personal appeal and TMC’s deep grassroots hold will just about see them through tomorrow. It won’t be a comfortable win though. #4thMay #AbarJitbeBangla
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