Hamna
Hameed.

Generative AI Engineer/Full-Stack Developer

I'm Hamna, a Generative AI Engineer and full-stack developer focused on building intelligent, real-world applications. I work with autonomous agents, RAG systems, LLM orchestration, multi-agent architectures, and API integrations to create scalable AI solutions. I also develop modern web applications from front-end to back-end, combining AI with seamless user experiences.

View Selected WorkThe Story So Far
Elsewhere
14+
Shipped projects
2 yr
Building agents
∞
Cups of chai
Currently @ Spiral Lab
Scroll

— The Toolbox

What I work with

AI & LLMs

OpenAIGroqGeminiAnthropicMCP

Frameworks

CrewAILangGraphLangChainLlamaIndexPydanticAI

Data & RAG

PineconeChromaDBCrawl4AIHybrid SearchReranking

Web Development

ReactNext.jsNode.jsTypeScript.NETTailwind CSSStreamlitChainlit

Backend / Ops

PostgreSQLSupabaseFirebaseDockerLinux

Voice AI

Whisper STTElevenLabs TTSDeepgramReal-time Streaming

— The Story So Far

Where I've been working

AI Engineer

Spiral Lab

Aug 2025 — Present
  • Architected and deployed production-grade agentic AI systems with domain-specific autonomous agents
  • Built end-to-end AI infrastructure including RAG pipelines, vector databases (Pinecone, ChromaDB), deployment pipelines, and monitoring systems for production reliability
  • Developed multi-agent orchestration systems using CrewAI and LangGraph for complex business automation; agents that take action, not just give recommendations

AI Intern

Spiral Lab

Jun 2025 — Aug 2025
  • Contributed to early prototypes of agentic AI workflows and RAG-powered applications.
  • Worked with AI technologies such as MCP, RAG, building self-improving,conversational AI Agents ,CrewAI based Multi-Agent Systems.
  • Used different API (Twitter,Gmail, Gemini, Groq, Deepgram, FireCrawl).

— Selected Work

A few things I've built recently

  • Historical Figure Storyteller

    A multi-agent AI app that turns authentic historical sources into multilingual story videos with AI-generated visuals, voiceovers and subtitles.

    CrewAI · Gemini · Deepgram · MoviePy · Streamlit

  • AI Inbox Assistant

    An AI-powered Gmail assistant that drafts grounded customer replies using RAG, keeping a human in the loop for review and approval.

    FastAPI · React · Gemini · Gmail API

  • Dastan Hub

    A full-stack ASP.NET MVC platform for book lovers with reviews, personalized lists and real-time SignalR notifications.

    ASP.NET MVC · C# · SignalR · SQL Server

  • Resend MCP Server

    I have created my first MCP Server that lets LLMs (Large Language Models) send emails effortlessly!

    FastMCP · Python · Resend

  • Data Analyst Agent

    A custom agent that handles multiple files and multiple natural-language queries in a single run, returning separate results per query.

    Groq · DuckDB · Python

  • AI NoteTaker

    A real-time AI-powered note-taking assistant that listens to speech, extracts key points, and automatically organizes them into hierarchical notes and topic trees.

    Python · Streamlit · Deepgram · Groq · WebSockets · PyAudio

  • Self Learning Agent

    An autonomous agent with persistent memory that learns from every interaction, storing context across sessions, recalling relevant past exchanges, and adapting its behavior over time.

    Python · LLMs · Persistent Memory · Agents

  • Researcher Agent

    An AI-powered multi-agent company research system that discovers relevant sources, scrapes and analyzes web content, and generates refined, well-structured company reports.

    CrewAI · Python · Google Gemini API · Serper API

  • RAG App

    Built a RAG-based AI application that retrieves information from web pages and generates reliable answers backed by source citations.

    LangChain · Hugging Face · Pinecone · Groq

Hamna.

I'm Hamna - an AI engineer and full-stack developer building intelligent, agentic, end-to-end products. Thanks for stopping by!

© 2026 Hamna Hameed

Resume