Hi, I'm Umair Ismati 👋

I'm an Aerospace Engineer & Software Developer with professional experience at Boeing and SubmitlyAI. My passion is applying a rigorous engineering mindset to build high-performance, intelligent software. I specialize in developing full-stack, AI-driven applications that solve complex, real-world problems.

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🛠️ Core Technologies & Skills

Languages:

Frontend & Mobile:

Backend & Databases:

AI & Machine Learning:

Cloud & DevOps:

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✨ Featured Projects

Economist AI Podcast Generator An AI system that creates personalized podcasts from The Economist's content. It uses RAG, Google's Vertex AI (Gemini), and ElevenLabs to generate engaging, voice-based summaries based on user interests. Python FastAPI Next.js RAG Vertex AI ElevenLabs 🎥 Watch the Demo | View on GitHub
Exoplanet Classifier (NASA Space Apps) A full-stack application that manages the entire model development lifecycle, from processing multi-mission NASA data to training a model with 89.19% accuracy and deploying it via a REST API. Python Scikit-learn FastAPI Next.js 🎥 Watch the Demo | View on GitHub
PillAI - 3rd Place @ Google AI Hackathon A healthcare application leveraging Google's Gemini Pro Vision to identify medications from images, reducing overdose risks. I led the backend development, cloud integration, and the end-to-end AI pipeline. Python Flask Google Cloud Gemini Pro View on GitHub
Project Noor (Google Gemma Challenge) A private, offline-first Flutter application leveraging on-device LLMs. Implements and optimizes Google's Gemma model with GPU acceleration for real-time, memory-efficient chat. Flutter On-Device AI LLM Google Gemma 🎥 Watch the Demo | View on GitHub

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🔭 More of My Work

• Personalized Sales Outreach Agent - A full-stack generative AI agent using Mistral AI and ElevenLabs to create hyper-personalized sales emails and voice notes from LinkedIn profiles.
• SRE Multi-Agent Framework - A prize-winning system where AI agents collaborate to automate Site Reliability Engineering tasks, earning pilot interest from Vultr for internal, proprietary use.
• AtmoSieve - Blockchain Carbon Credits - A full-stack dApp for transparent carbon credit tokenization and trading using Solidity and Polkadot.

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🚀 Professional Experience

Software Engineering Intern | Submitly AI

• Architected and developed a full-stack AI agent using Next.js and Node.js to automate competitor analysis.
• Implemented WebSockets for real-time analysis and built a robust, schema-driven API with comprehensive test coverage.

Quality Engineering Intern | Boeing Defence UK

• Developed a Python automation tool that reduced a 60-minute manual audit process to under 2 minutes.
• Took lead responsibility during a technical audit for a classified software programme, reviewing system artefacts and ensuring adherence to aerospace quality standards (AS9100D).