I run Entropy & Co. — an AI-native OS for Agencies that still run on spreadsheets and gut feel. Previously at Toptal, COLABS, Matriarch Ventures Exonomy, and Parabellum: A.I Driven Fitness, with ~5 years across textile, technology, hospitality, and agriculture. Part of a team that secured up to USD $10M funding for an ESG-based startup.

• Obelisk ( Co-Founder - MVP ) — Revenue Intelligence Engine. A suite of AI agents built by top 1% marketeers, powered by your data. Connects CRMs, marketing channels, and ERP/inventory. AI Virtual Twins let you simulate strategies against a 1:1 recreation of your audience before spending a penny. Not a dashboard — the entire marketing department.

• Entropy Studio ( MVP Product ) — AI video production platform. 6-agent VERTEX pipeline (Intake → Emotion → Narrative → Composer → QA → Delivery) that turns briefs into production-ready video across Veo 3, Seedance, Sora, Runway & Kling. Emotion-first prompting, multi-model orchestration, real-time collaboration. 14 AI agents, 3 generation modes.

• Agentspace (YC F'25) ( Consulting / Contracting - In prod. and stealth ) - AI Native CRM designed for insurance agencies, currently under stealth and YC F'25.

• Anatomia ( Co-Founder - MVP ) - Open Source EHR and Medical AI Agents for Triage and MedOps. Non critical queries drive 70-80% query, requiring strict imbox responses, accurate data storage and referencing, leading to high workload burdens on healthcare professionals. Anatomia helps resolve this, improving both patient outcomes and Op related workloads on healthcare professionals.

• RISQ and SHELL-i ( Consulting / Contracting - In prod.) - RISQ and SHELL-i suite is extensive self learning Voice AI agents designed for fraud detection during legal intake. Currently mass tort intakes are clouded with fraud and coached leads, costing millions of losses and reducing access to well deserved representation. RISQ and SHELL-i change this entirely, supercharging intake centres or even creating a virtual one for law-firms.

• CEO & Co-Founder @ Entropy & Co. — Leading product strategy and technical operations. Directing cross-functional team across engineering, design, and GTM. Built multi-tenant SaaS infrastructure: Django + FastAPI + Next.js + PostgreSQL + Redis + Celery
• Previously @ Toptal, COLABS, Matriarch Ventures Exonomy, Parabellum — ~5 years across technology, agriculture, textile, and hospitality sectors. Led growth strategies, stakeholder relations, and cross-border team operations
• Speaker @ Google I/O Extended 2025 (GDG Lahore) — Co-presented "Exploring Agentic AI with ROI for High Impact Industries" covering CoT, CoD, ToT prompting, Vertex AI, and production agent architectures
• Featured by Ignite NTF — Pakistan's National Technology Fund, representing Pakistan in AI innovation at GITEX'25 and Indus AI Week.

Maintaining 44+ repositories focused on AI video generation, agentic engineering, and prompt optimization:

• AI Video Prompts — Curated prompt libraries for Seedance, Sora, Veo 3, Nano Banana covering cinematic, commercial, and multi-shot structures
• Agentic Tooling — Forks and contributions across Claude Code skills, agent orchestration, Claude plugins, and agent design patterns
• Workflow Automation — n8n workflows, n8n MCP, and ContentMachine (documentary-style AI video pipeline)
• Infrastructure — LibreChat, GPTCache, InsForge, Lightpanda browser

• Scaling Obelisk's AI CMO agent system with virtual twin audience simulation
• Production video pipeline: multi-model orchestration across 6+ providers with quality tiers
• Agentic workflows, durable execution, and AI-native product architecture
• Prompt engineering research: Chain of Thought, Tree of Thought, Chain of Density, emotion-first frameworks