MMamoon Rajaprod · mamoon's digital persona
systempersona · loaded
persona: "Prod — Mamoon's digital persona"
role: "Forward-Deployed AI Engineer"
location: "Dubai, UAE · DIC"
directive: "Shipping AI-powered products at the edge"
tools: [get_projects, list_capabilities, trace_experience, open_channel]
// available · accepting requests
userjust now
Who are you, and what have you actually shipped?
assistantgenerating…

0 tokens0 tok/sTTFT 0.21stemp 0.7finish: stop

Selected work

↳ assistant invoked a tool
tool_callget_projects
get_projects({ status: "shipped" })200 · 4 results
// returns Project[] — multi-tenant, in production

Vera

live
Autonomous AI marketing employee

An autonomous AI marketing 'employee' for Potential — with her own persona, WhatsApp, business email and ad-account access. Vera launches and manages ad campaigns, builds landing pages, and is built to generate real revenue. Runs fully self-hosted: the agent on a Mac Mini, the LLMs on an NVIDIA DGX Spark, with no cloud dependency.

OpenClawHermes (Nous)NVIDIA NemoClawOllamaNVIDIA DGX SparkQwenGemmaNemotron
open_live()

Potential AI Hub

live
Multi-tenant AI platform — agents, voice & avatars

Potential's production AI platform: it hosts a library of AI agents and domain experts, real-time voice agents, and streaming avatars — multi-model and multi-tenant, with RAG, CRM automation, and Stripe billing. Next.js + React frontend; Node.js, Express, MongoDB and Redis backend.

Next.jsTypeScriptNode.jsMongoDBLangGraphPineconeVapiHeyGenStripe
open_live()

Frontliner Academy

live
AI-powered training & certification platform

A learning platform for frontline visitor-experience teams: courses and modules, assessments and quizzes, SCORM support, completion certificates, and a built-in AI learning assistant — gamified with badges & XP and full progress tracking. React + Vite frontend; Node.js, Express, Drizzle ORM and PostgreSQL backend with BullMQ job queues.

ReactViteTypeScriptNode.jsExpressPostgreSQLDrizzle ORMBullMQGemini
open_live()

Golden Hello

live
AI-powered career coaching platform

An AI career-coaching platform with role-based dashboards for users, coaches and admins: AI chat coaching, coach booking with availability and in-session messaging, CV parsing, and admin analytics. React + Shadcn UI + Framer Motion frontend; Express, Drizzle ORM and PostgreSQL backend; OpenAI for coaching.

ReactTypeScriptTailwind CSSFramer MotionExpressDrizzle ORMPostgreSQLOpenAI
open_live()

Skills & capabilities

tool_calllist_capabilities
list_capabilities({ sort: "frequency" })200 · 7 groups
// Record<string, string[]> — ordered by daily-touch
languages:TypeScriptPythonJavaScriptSQLBash
frontend:ReactNext.jsTypeScriptTailwind CSS
backend:Node.jsDjangoFastAPIREST APIsServerless / Edge
databases:PostgreSQLpgvectorRedisMySQLMongoDB
ai_llms:ClaudeGPT-4oGeminiLlama 3LangGraphRAGAI agentsMCPfine-tuning
cloud_infra:AWSVercelDockerGitHub ActionsCI/CD
spoken:EnglishPersianUrduArabic

Experience

↳ reasoning trace · trace_experience()
assistantthinking · 4 checkpoints
thinking — reconstructing how I got here (newest first)
May 2024 - Present · main

Forward-Deployed AI Engineer / Solutions Architect

Potential | Dubai, UAE
  • Partnered with enterprise clients to deploy AI-powered features
  • Led LLM-powered workflow deployment on AWS/Vercel
  • Designed secure API architectures and RBAC systems
  • Owned deployment pipelines, monitoring, and iteration
Oct 2021 - May 2024 · main

Full Stack Developer

Potential FZ LLC | Dubai, UAE
  • Built and maintained full-stack web applications using React and Node.js
  • Implemented responsive designs and optimized performance
  • Collaborated with cross-functional teams on product features
Jul 2020 - Aug 2020 · main

Junior Web Developer

Kalvad DMCC | Dubai, UAE
  • Developed responsive web interfaces
  • Assisted in database design and API development
Sep 2016 - Jun 2020 · origin

BEng Computer Systems Engineering

Middlesex University, DubaiFirst Class
  • Thesis: Embedded Systems

Ask Prod

↳ live · the conversation continues
I'm Prod — Mamoon's digital persona. That's his brief above; ask me anything else — his stack, a specific project, availability, or how to reach him.

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