Hi, I’m Samiya! 👋
I’m an AI Engineer & Open Source Contributor obsessed with moving past static pipelines and turning complex agentic architectures into functional, production-ready applications. I build in public, focus deeply on system design, and think in graphs and autonomous workflows.

• 🚀 RAG Pipelines: Building custom Retrieval-Augmented Generation APIs using FastAPI and LangChain.
• 📊 Automation: Creating Vision-to-Sheet pipelines and OCR tools to digitize manual business workflows.
• 🛒 SaaS Development: Exploring the intersection of AI and software-as-a-service, including the Menu Digitalizer.
• • 🤖 Autonomous Agentic Workflows: Designing multi-agent systems and state-managed graphs using frameworks like LangGraph to solve complex, non-linear problems.
• 🗄️ Snoah (Natural Language Data Entry Engine): Moving away from rigid OCR to build an agentic, natural language interface that parses unstructured data and intelligently guides database state mutations.
• 🚀 Production RAG APIs: Engineering highly optimized Retrieval-Augmented Generation pipelines using FastAPI, LangChain, and vector storage.
• 📦 Sovereign Local Agents: Building local automation engines (like custom media classifiers using yt-dlp and local LLMs) to decouple workflows from commercial APIs.

• ❄️ Open Source Contributions: Spending my current engineering cycles contributing deeply to core AI frameworks (LangChain/LangGraph) and mastering advanced Git workflows.
• 🔌 Model Context Protocol (MCP): Exploring open protocols to seamlessly connect LLMs to secure, local data sources.
• 🏆 Targeting GSoC 2027: Actively aligning my open-source contributions toward elite foundations for the upcoming Google Summer of Code cycle.