introduction.
i'm an ai engineer and architect who builds systems that actually ship. not prototypes that sit in a deck.
started deep in data and ml, moved into llms and agents as they became real, and now spend most of my time at tech arc labs designing production agentic systems for founders and businesses. passionate about the intersection of research and real-world applications. believe the best ai systems are the ones that actually solve meaningful problems for people.
right now i'm working on multi-tenant agent architectures, systems that serve multiple clients from a single intelligent backbone while keeping context, memory, and access cleanly separated. one of the harder problems in agentic ai and i'm deep in it.
outside of building, i'm working through stanford's frontier systems and reading everything i can get into. currently on the diary of a ceo, zero to one, never split the difference, and $100m money models. books that change how you think about building, selling, and negotiating.
when i'm not in a code editor or a whiteboard session, i'm writing about what i'm learning, speaking at community events, or helping first-time builders ship their first thing through 0to1.builders.
sometimes i write about my fuck ups building stuff or when things went really right. drop your email if you want me to hyu.
work.
places i've worked at and things i've built professionally.
current
- shipped mvps including mentorspace ai, voiceog, and law school of ai in under 100 hours each
- architected llm pipelines, knowledge graphs, and multi-agent systems for enterprise clients
- led ai audits identifying workflow bottlenecks and deploying agentic fixes with measurable roi
- cut client manual workloads by up to 60% across production ai agent systems
- build-in-public newsletter covering ai systems, mentorspace, and what is actually moving in the space
- writes about how ai-first businesses get crafted from real systems and production experience
- growing a subscriber base of developers and founders building with ai
earlier
- represented topmate at industry conferences and delivered product demos to prospects and partners
- created thought leadership content across blogs, videos, and webinars to drive awareness and engagement
- built relationships with influencers and community members, converting them into platform advocates
- organized virtual and in-person meetups, workshops, and user groups for community growth
- spearheaded company-wide ai adoption into eos workflows, achieving a 40% productivity gain
- deployed generative ai agents for high-volume content creation and compliance audits
- engineered a voice-based nlp feedback agent that boosted feedback collection efficiency by 60%
- championed an ai-first culture through targeted training programs across all teams
- built cloud jupyter notebook templates for single-click availability, cutting deployment time by 40%
- pioneered a pdf-based q&a pipeline reducing retrieval time by 50%
- invited as keynote speaker on prompt engineering at naas community events
- grew user engagement by 30% through open-source ai and data resources
- built etl pipelines and ml models cutting manual reporting effort by 90%
- reduced loan approval times by 50% through automated data workflows
- shipped a merchant categorization system achieving 80% accuracy
- built an offline hr chatbot reducing response times by 200% and boosting satisfaction by 41%
- designed chatgpt-powered chatbots with multi-source knowledge integration, cutting query resolution by 40%
- deployed scalable applications on aws, boosting user engagement by 35%
- built a 5g networks knowledge repository improving team efficiency by 25%
- worked across graphql apis, ml model deployments, and backend service integrations
- built and maintained web interfaces using wordpress, php, html, css, and javascript
- customized wordpress themes and plugins to match client requirements
- collaborated with a team to deliver web projects within internship timelines
- co-founded a remote agency delivering content writing, web development, and graphics for international clients
- authored long-form articles typically ranging from 9k to 12k words across various topics
- led web development projects and managed a distributed team of freelancers
- handled technical decisions, client communication, and project delivery end to end
- generated web content including articles, images, documents, and recurring event listings
- supported a platform fostering tech communities, speakers, and mentors across pakistan
- coordinated content schedules and contributed to community outreach and event promotion
- wrote lifestyle content for born realist, developer resources for lava360, and sports coverage for i love sports
- developed a consistent writing habit across three simultaneous publications from an early age
- built foundational skills in research, audience writing, and digital content production
research
- presented a responsible ai-based framework addressing ai's role in education
- ran experiments exploring the intersection of ai tools and inclusive pedagogy
- contributed to the conversation on ethical ai adoption in academic environments
- conducted image classification-based structural health analysis of wind turbines
- applied hyperparameter optimization and class imbalance techniques across experiments
- presented findings at the 2nd mochas symposium in 2024
invitations
- invited to speak on the future of search for creators at google i/o extended
- covered how search is evolving for content creators in the ai era
- delivered a session on ai coding revolution using microsoft copilot in visual studio code
- ran a beginner-focused session on enabling everyone to start with python
- invited as a panelist to discuss ai and the future in front of a live audience
- shared perspective on where ai is headed and what it means for builders and businesses
- talked about ai in media, covering virtual influencers, ai models, and deepfake avatars
- explored the implications of synthetic media for creators and brands
- led a session on building smart applications with microsoft copilot
- guided attendees through practical ai-assisted development workflows
- invited for a speaker session on ai in aviation management systems
- covered practical applications of ai in a traditionally non-tech industry vertical
- mentored participants in a live code and deploy app session
- taught no-code ai tools and available platforms at karachi ai's cda session
- invited as a mentor to talk about ai in action within a virtual leadership program
- helped participants understand how to apply ai tools in their professional lives
- invited to speak on the creator economy and personal branding
- shared insights on building a presence and monetising skills in the digital age
community
- built a community for first-time builders shipping their first app with ai
- published the 0to1-builders npm and pypi package as the technical backbone
- supports beginners going from zero to a working product without prior coding experience
- recognised as a beta ambassador for completing milestones, organising events, and creating content
- part of a global program empowering students passionate about technology and community building
- access to mentorship from microsoft employees and exclusive industry opportunities
- part of a global network of developers interested in google and related technologies
- engages with the local gdg community through events, talks, and knowledge sharing
- active member of build club, a community for builders shipping products with ai
- connects with other founders and developers building and launching real projects
- maintains public repos that accept hacktoberfest contributions every year since 2023
- earned 15 plus stars across repos with hundreds of contributors over three years
- created a beginner-friendly space for developers making their first pull request
special mentions
- ambassador for a community of applied ai practitioners that expanded across pakistan as pakistan.ai, quetta.ai, islamabad.ai, peshawar.ai, and lahore.ai
- started studying ai and marketing together as part of this ambassadorship
- contributed to growing a national network of practitioners building with ai
- invited as a guest speaker at a technology community event in pakistan
- shared knowledge with an enthusiastic and technically curious audience
- volunteered in a social services capacity over two and a half years
- contributed to the academic and community environment of the institution
- represented students at icap, one of pakistan's leading professional accountancy bodies
- participated in educational and advocacy activities on behalf of the student body
- served as a student ambassador for five years during school
- took on responsibility early, building leadership and communication skills
projects.
some things i've built while exploring the intersection of ai research and practical applications.
generate your daily standup from git commits — right in your terminal. parses commit history and formats a ready-to-paste standup summary.
production-grade ai recruiting platform with semantic candidate discovery, hybrid ranking pipelines, and explainable ai. built with openai apis, pgvector, fastapi, and next.js.
agent-based system that automates browser interactions using a natural language interface. give it a task in plain english, it handles the browser.
scaffold your first app with ai. no coding experience needed. web or mobile, powered by codex. the starter kit behind the 0to1.builders community.
modern full-stack point of sale system rebuilt from the ground up. astro + react frontend, fastapi + mysql backend. built for techarc labs.
ai-powered lead generation scraper built with crawl4ai. extracts local business names, addresses, phone numbers, and more from yellowpages automatically.
platform for extracting structured product data from pdf documents using nlp and storing it in a postgresql database. built for document-heavy workflows.
open-source platform that turns product shipments into shareable social media content. helps businesses automatically generate promotional posts from their delivery activity.
a terminal pet that lives in your cli — feed it, play with it, watch it grow. persistent state between sessions, stat decay while away, mood-based ascii art, and a built-in mini game. pick a cat, dog, or dragon.
community open-source repo for hacktoberfest 2025 — a beginner-friendly space for first pull requests, with contributions across llm, openai, and claude-ai themed challenges.
automated article writing pipeline built in n8n. orchestrates research, drafting, and formatting steps using ai — turns a topic into a publishable article with minimal input.
speech recognition-enabled ai avatar built on the heygen api. users speak naturally and the avatar responds in real-time — built for immersive ai interaction demos.
real-time voice agent that monitors and alerts on security threats using gpt-4 and vapi. integrates flask backend with natural language threat classification and voice-based notifications.
real-time sales call transcription with live nlp insights — surfaces objections, buying signals, and next-step suggestions as the conversation happens.
ai-powered tutoring chatbot built with gpt-3 and streamlit. uses rag to answer machine learning questions with grounded, context-aware responses — built for self-paced learning.
python tool that extracts structured data from invoice documents using google vision api. parses fields like totals, line items, and vendor info — built to automate manual data entry workflows.
dynamic form builder and portal in javascript. supports login, signup, and customizable form flows — built as a reusable ui component system for multi-step user onboarding.
community open-source repo for hacktoberfest 2024 — 8 stars, beginner-friendly first pull requests with llama, openai, and modern ai stack contributions.
chatgpt-powered streamlit chatbot with a clean ui. early exploration of llm interfaces — interactive, stateful conversations in a lightweight python web app.
open source event repo hosted for hacktoberfest 2023 — a community effort for beginners to make their first pull request. 15 stars, hundreds of contributors.
python implementation of end-to-end encryption for secure communication. covers key exchange, symmetric and asymmetric encryption — built as an information security deep-dive.
python implementation of slr and clr bottom-up parsers for compiler design. generates parse tables, traces derivations, and validates grammar — built as part of compiler construction coursework.
java-based web crawler that extracts targeted information using user-defined keywords. crawls pages, follows links, and surfaces relevant content based on search criteria.
dynamic quotes generator with api integration — fetches and displays random quotes with a clean, minimal ui built in html, css, and javascript.
java desktop notepad application with full file management — create, edit, save, and open files. built as a functional gui app with swing.
command-line java utility for file management — create, edit, and delete files through a menu-driven interface. built to demonstrate oop principles and file i/o in java.
packages.
open-source libraries i've published on npm and pypi.
Scaffold your first app with AI. No coding experience needed. Web or mobile, powered by Codex.
stack.
what i reach for to build and ship things. refined over years of research and production work.
languages
agents & llms
ai & ml
deployment & infra
data & storage
tools
analytics & monitoring
writing.
i write about ai, building things, and what i learn along the way. to get notified.
videos.
things i've made on youtube: tutorials, experiments, and ai breakdowns.
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let's talk.
open to consulting, collaborations, and interesting problems.
i only take on work where there's a genuine fit. tell me what you're building.