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Mustafa-Esoofally/README.md

Hi, I'm Mustafa πŸ‘‹

πŸ“ NYC / SF | πŸ€– Applied AI engineer | 🧠 Getting agents into the hands of normies

I take an idea from concept to a production-ready agent - custom integrations, memory, the right context and approvals. Previously at Agno, building how agents reach people. Always down to chat - hiring, exploring or building something together.

β†’ mustafa-esoofally.github.io

Python TypeScript FastAPI PostgreSQL AWS Docker MCP

Enterprise Apps

  • πŸ”­ Scout - company knowledge agent that navigates Slack, Drive, wiki and CRM instead of chunk-and-embed
  • πŸ“Š Dash - self-learning data agent: plain English in, grounded SQL out
  • πŸ§‘β€πŸ’» Coda - code companion that lives in Slack and works from isolated branches
  • 🧠 Pal - personal agent that learns how you work, run after run
  • πŸš€ AgentOS templates - a production agent platform in your own cloud on Railway, AWS or Docker

Built at Agno

  • 🧬 Learning Machines - owned Agno's learning layer. Agents that learn, not just remember: who you are, what you're working on and what worked last time, so the 1,000th conversation is better than the first
    • About you - your profile, preferences and the things you've mentioned before
    • About the work - goals, plans and progress in the current conversation
    • About the world - companies, projects and people it runs into, plus lessons that help every user
    • About itself - a log of the decisions it made and why
    • Learns quietly in the background, when it sees fit, or asks first - kept private to you or shared with your team
  • πŸ’¬ Agents where people work - Slack, Telegram and WhatsApp interfaces with streaming replies and media
  • βœ‹ Human-in-the-loop - agents pause, people approve, in Slack and web frontends
  • πŸ—œοΈ Context engineering - context compression, tool-history filtering, token counting, context providers
  • πŸ” Access control - per-user isolation, scopes and RBAC down to the tool level
  • πŸ”Œ MCP and integrations - MCP, Google Workspace, Excel knowledge bases

Production Systems

  • 🏒 Fortune 10 company - onboarding, custom workflows, and a better Excel reader and data access for sharper answers from their internal chatbots
  • πŸ“š Knowledge assistant - multi-agent RAG over handbooks for an asset manager, an accounting firm and a law firm, scaled to large document sets with better reranking and more databases
  • πŸ“¦ Procurement intelligence - seven research agents that reason through each sourcing decision, write the report from the team's template and email it out on their own
  • 🚒 Logistics documents - document intelligence with a mixture of specialist agents - far more accurate reads of shipping paperwork, and tedious internal processes automated
  • 🧾 Finance and supplier agents - finance and research agents, plus browser agents that log into old government websites, pull the PDFs and summarize them

Now

  • 🟒 Open Dots - an open-source personal agent you text; asks before it acts
  • πŸͺŸ Open Glass - a company-wide AI workspace with memory people can trust

Website Β· LinkedIn Β· X

Pinned Loading

  1. Mustafa-Esoofally.github.io Mustafa-Esoofally.github.io Public

    Personal site - applied AI engineer building agents for real work

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  2. agno-agi/agno agno-agi/agno Public

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  3. agno-agi/dash agno-agi/dash Public template

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  5. agno-agi/coda agno-agi/coda Public template

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  6. agno-agi/agentos-aws agno-agi/agentos-aws Public template

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