T. Practice
Teaching, community, and the next generation.
Special-needs classroom practice, the Phoenix Minds practitioner network, mental-health advocacy across leading Karachi platforms, mentorship, and the forthcoming Phoenix Maize education arm. Formal certifications and diplomas are documented on the Credentials page.
01 / Volunteer SEN practice
Special-Needs Teaching — Volunteer Practice
Seven years of unpaid volunteer practice across two Karachi institutions — The Genius Academy (2011–2014, day care and Montessori coordinator) and The Xcellence Montessori & Primary School (2016–2018, Montessori directress) — sustained alongside the full-time software engineering practice. Classroom delivery, individualised education planning, behaviour management, and family liaison. This is the practitioner ground truth the LUMINA IEP-generation engine is built on.
Volunteer engagement / Certificates on file
02 / Phoenix Minds
Practitioner Network
The Phoenix Minds Zeta-9 platform is itself a community contribution — a credential-verified network connecting 22 healthcare and SEN practitioner categories under one roof. PM&DC and AHPC verification. More than 250 practitioners onboarded in the first six months.
22 practitioner categories / 250+ verified
03 / Talks & webinars
Mental-Health Awareness Webinars
Active participant across the Opening Minds talk series by Teen Therapy Wellness (Episodes 15 and 18, August 2025), the Mental Health Awareness Webinar with Project Yaqeen, the ADHD Awareness Webinar by Pulse Point in collaboration with Teen Therapy Wellness and NeuroBridge MHS, and the 1st International Child PsyCon 2025 workshop at King Edward Medical University Lahore.
Certificates of participation on file
04 / Open practice
Open Source & Mentorship
Mentorship of early-career engineers entering the agentic AI space, with focus on Pakistani and South Asian early-career talent. Open-source contributions in progress around the agent-evaluation harness and the IEP schema layer used inside LUMINA.
Mentorship available on request
05 / Upcoming — Phoenix Maize
Phoenix Maize — AI for every field
The next Phoenix Group community arm. Phoenix Maize will deliver hands-on training in the most current AI technology to professionals from non-AI, non-IT, and non-Computer-Science backgrounds — irrespective of age, industry, or prior technical exposure. Medical practitioners, lawyers, educators, accountants, designers, researchers, engineers from adjacent disciplines, founders, and operators all gain a working command of agentic AI, retrieval, prompt design, and production deployment, calibrated to their domain rather than to a software-engineering audience.
Pre-launch / Phoenix Group education arm
06 / Foundational Leadership — AI Agentic Society
AI Agentic Society — laying the foundation
Founding leadership of the AI Agentic Society — the practitioner society for engineers, researchers, founders, and policy actors operating at the agentic AI frontier. Laid the foundation by authoring the working prototype and the complete roadmap covering governance charter, membership tiers, technical working groups across orchestration, evaluation, safety, retrieval and agent-tool protocols, the reference architecture, an open evaluation harness, regional chapters, an annual symposium, and a peer-reviewed publication track. Positioned as the convening body where production agentic-AI practice is codified, benchmarked, and advanced — not theorised — and where Pakistani and South-Asian engineering talent earns a seat at the global frontier table from day one.
Founder & Architect / Prototype delivered / Roadmap published
Why the volunteer practice and the community arms matter to the AI engineering work
Most healthcare AI is built by people who do not work in clinics. Most special-needs education technology is built by people who have never taught a child with autism. The Phoenix Minds practice exists because the engineer has done both — volunteered in two SEN classrooms for seven years, holds the RBT credential, completed the CBT diploma, completed the DBT skill-based course, and now stands up Phoenix Maize as the AI-for-every-field training arm. The clinical-reasoning architecture inside DRIS, the IEP schema inside LUMINA, and the burnout signal extractor inside RAHAT-AI all carry that practitioner provenance. CBT shapes the cognitive-restructuring layer; DBT shapes the distress-tolerance, mindfulness, and interpersonal-effectiveness pathways. The combination is rare. It is on the page because it is what makes the systems work.