AI Governance · Legal Research · Data Analytics
Most people in AI governance come from one side of the fence. They're either lawyers who don't touch data, or technologists who've never read a statute. I do both — and the gap between them is where most of the real problems live.
AI regulation is moving fast. Most organizations are somewhere between "we should probably look into this" and "we have no idea what we're doing." I write the analysis that helps close that gap.
My background is LL.B plus hands-on data work — Python, dashboards, legal datasets. That combination is rarer than it should be. I can read a model card and a statute in the same sitting and tell you what the mismatch actually means.
Over the past year I've worked in Pakistan, India, the UAE, and the US. Civil litigation, family law, comparative regulatory research, policy drafting. I've built a legal platform read by 570+ professionals across three continents and published a book. None of it was handed to me.
I use Python and data tools to find patterns in legal datasets that pure doctrinal analysis misses. And I bring legal precision to data work that would otherwise ignore the regulatory environment it operates in.
AI governance, regulatory compliance, civil litigation, constitutional law, policy drafting
Python, data analytics, Excel, Looker Studio, legal research databases
Pakistan · India · UAE · US
English · Urdu · Punjabi · Hindi
Legal Intern, Lex Lata Consultants & Law Chambers · Islamabad
Most organizations deploying AI have no real idea whether they're compliant. Not because they don't care — because the rules are genuinely complicated and changing fast. I map where their systems sit against the EU AI Act, US executive frameworks, and the emerging Asian regulatory picture, then write it up in a way that doesn't require a law degree to act on.
I draft for real cases — petitions, legal notices, plaints, sale deeds — across Pakistan and India. Not practice problems, not simulations. Documents that go before courts and get filed with clients' names on them. That changes how carefully you write.
Courts produce mountains of data. Almost nobody looks at it systematically. I do — case outcomes, enforcement trends, regulatory filings — and I turn the findings into dashboards and reports that actually inform decisions, not just decorate a slide deck.
Good legal analysis that nobody reads is useless. I write for people who need to make decisions, not for people who want to demonstrate they've read the literature. Stripping jargon without losing substance is harder than it sounds — I've been doing it long enough to get it right.
I wrote this because the advice I got as a law student was either obvious or useless. 97 pages on networking and mentorship for people who don't have the right connections yet — and want to build them anyway. Self-published, handled every stage myself. It's become the starting reference I point junior students to when they ask questions I once had no good answers for.
The US and EU are both trying to regulate AI. They're doing it very differently. This paper maps where their frameworks actually agree, where they clash, and what that means if you operate across both — which most serious organizations now do. Submitted to Legal Pathway Society; available on request.
I built Veritas & Vows from nothing. It covers AI governance, constitutional law, and human rights — and 570+ professionals across Pakistan, the US, and the UK now read it. I didn't buy that audience. I wrote for it.
Three datasets, a full cleaning and analysis pipeline, and an interactive dashboard in Excel and Looker Studio. Built under real reporting constraints — the kind where findings have to inform decisions, not just look good on a slide. Available on request.
PLD 1966 SC 708 is a 60-year-old Supreme Court decision that still shapes how Pakistani criminal courts weigh evidence. I read it closely and wrote up what the reasoning actually reveals — not the holding, but the assumptions underneath it.
10+ documents across family law, property, civil recovery, and criminal procedure in Pakistan and India. Drafted for actual cases and real clients — not practice problems. Sale deeds, rent agreements, divorce petitions, recovery plaints, legal notices.
Data analysis, visualization, reporting — Google
AI prompting and language model interaction — Google
Strategic thinking and leadership — McKinsey & Company
Programming fundamentals and computational logic
Planning, execution, and team coordination — UC Irvine / Coursera
Global leadership development · Oct – Dec 2025
Working on something that needs AI governance analysis, legal research, or cross-jurisdictional regulatory work? I'm available for consulting, research collaborations, and policy projects. I reply within 24–48 hours.
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