Fifteen years in production engineering. Four founded ventures. I design, lead, and ship autonomous multi-agent systems that replace manual workflows, compress operating cost, and convert unstructured enterprise data into revenue. Healthcare under HIPAA, planetary AI at Q1 publication grade, and special-needs education technology at fifty-eight-language scale — built on a parallel decade of classroom practice.
I am a builder who happens to be a mother, and the two facts shape every decision I make. I trained as a computer scientist at Hamdard University and completed my Master of Science in Artificial Intelligence at NED University of Engineering and Technology, under the Department of Computer Information System Engineering. Between those milestones I shipped production software for more than a decade. Phoenix Group is the engineering and research home for that work.
Phoenix Group is a four-tier AI engineering and research organisation headquartered in Karachi. Tier 1 is the parent governance entity. Tier 2 is Phoenix Research and AI Systems (Pvt) Ltd, the research engine that hosts MARS-MINDS. Tier 3 is Phoenix Nexus, the internal Core Intelligence Layer reused across every subsidiary. Tier 4 carries the two SECP-registered commercial subsidiaries: PhoenixMinds (Pvt) Ltd for healthcare and SEN, and Phoenix AI-AAS (Pvt) Ltd for the commercial AI-as-a-Service portfolio.
The parent company. AI engineering and research, market analytics, and research-based problem-solving AI systems across every regulated industry. Home of MARS-MINDS and the internal research programmes.
Latest-generation agentic AI products delivered under recurring subscription. LUMINA, TALEEM, Stratix, VehicleIQ, Phoenix Horizon.
Mental health, learning disability, and the full clinical and educational network around children with developmental conditions. DRIS, Zeta-9, RAHAT-AI.
Dust storm forecasting, habitat building intelligence, safe landing analysis, and mission planning. A reinforcement learning controller coordinates the five underlying models.
Real outcomes from principal-led delivery across the Phoenix Group portfolio. Three flagship case studies — MARS-MINDS, DRIS, and LUMINA — are documented in full in the procurement schema. The remaining ten production and pilot systems are summarised below; deeper write-ups available under NDA.
Five-model planetary AI platform with reinforcement learning controller. Surface, dust storm, habitat, and safe landing heads under one inference layer.
Nineteen clinical modules in 58 languages. Live OpenFDA integration spanning three million clinical records, SHA-256 audit logging.
Automated IEP generation across 30+ international SEN boards and 200+ subjects in 58 languages including full RTL.
Graph correlation on Neo4j Enterprise, HMAC SHA-256 honeytoken minting, append-only Merkle forensic chain aligned to PECA Section 38 admissibility. Built for Pakistan tier-one banks and Gulf regional financial institutions.
Production voice-AI phone assistant on a six-layer architecture — Whisper streaming STT, Claude reasoning, ElevenLabs streaming TTS, barge-in handling, sub-1-second time to first audio. Architected for the Doctolib Senior AI Engineer interview and shipped as a Phoenix AI-AAS commercial product.
The public hub connecting every Phoenix Minds professional under twenty-three specialist categories. Guided intake to structured first roadmap, professional directory bridging into Zeta-9, education and homeschooling library.
Culturally fluent, mobile-native adult mental health channel. CBT and ACT informed exercises, sleep and stress workflows, crisis routing with explicit boundaries, Phoenix Minds clinician handoff.
Consumer AI tutor aligned to 28 Pakistani education boards across 14 languages including Urdu, Sindhi, Punjabi, Pashto, Balochi, Saraiki, Hindko, Arabic and Persian. Pre-school through A-Level. Runs on LUMINA infrastructure.
Microsoft Project Online replacement, 14 modules, AI-augmented plan drafting, priced strictly under the Microsoft tier.
Vehicle valuation, photo-based condition assessment, fleet operations, dealer intelligence. Pakistan and Gulf market.
Competitor tracking, market sizing, target intelligence, executive briefing generator for founders and corporate development.
Multi-stack career document platform covering Pakistan, Netherlands, UK, US, and Gulf conventions. ATS validation, cover letter and email drafting, LinkedIn profile alignment.
Long-form articles, LinkedIn posts, executive memos and press materials that pass senior human authorship review. Voice and tone calibration to a specific executive.
Long-form engineering writing across agentic AI in production, planetary AI architecture, healthcare AI under regulatory constraint, and special-needs education technology at scale.
The load-bearing architecture decision behind the 99.91 per cent Mission Planning benchmark — why an end-to-end network would have lost three points and broken the upgrade path.
The audit-log architecture that survived clinical governance review for DRIS v1.0. Every tool call, every prompt, every routing decision — SHA-256 signed, per-tenant, replay-able.
The board-aligned JSON schema and citation layer behind LUMINA's sub-three-second IEP generation. Why we rejected a single canonical schema and built a per-board translation layer instead.
Education spans applied computer science and artificial intelligence at university grade, with active specialist training across Registered Behaviour Technician practice, Cognitive Behavioural Therapy, and Dialectical Behavioural Therapy — the credentials that ground the Phoenix Minds clinical work.