I'm always excited to take on new projects and collaborate with innovative minds.

Phone Number

+46 708943293

Email

founder@quantai.se

Address

Stockholm, Sweden

Social

Uma Shankar

Top Skills

MCPRAGTypeScriptPythonJavaVision modelsNode.jsAWSAzureClaude Agent SDKLangChain

Languages

English Professional working proficiency

Swedish Limited working proficiency

Lead Agentic Engineer · Stockholm, Sweden

Building multi-modal agentic reasoning systems with parallel LLMs

I've been fortunate to build fast in startups and learn how to scale within enterprises. Currently at Capgemini Stockholm, I design and deploy advanced agentic AI systems combining Claude APIs with multimodal vision models to achieve near-99% extraction accuracy through multi-model consensus and iterative self-correction.

I'm seeking a quantum engineer co-founder to build agentic solutions for the quantum computing domain bridging quantum algorithms with intelligent autonomous systems.

Reach OutLet's Co-found

Quantum AI Vision

The Opportunity

Quantum + Agentic AI

Quantum computing is advancing fast, but tooling for researchers is still fragmented. Agentic AI can automate experiment design, parameter tuning, and result synthesis unlocking 10x productivity for quantum engineers.

What I Bring

Agentic Systems Expertise

6+ years building production AI from LangChain RAG pipelines to multi-model Claude systems. I build AI that self-validates and self-corrects, treating AI as reliable cognitive infrastructure, not single-pass probabilistic tools.

The Ask

Looking for a Quantum Co-founder

If you're a quantum engineer, physicist, or researcher who sees the potential of intelligent automation in your domain let's talk. I handle the full agentic AI stack; you bring the quantum domain expertise. Together we can build something neither of us can build alone.

What I Offer

Agentic AI Architecture for Quantum Research

Design and build autonomous agent systems that assist quantum researchers orchestrating LLMs to automate literature review, hypothesis generation, circuit design suggestions, and results interpretation.

RAG Pipelines for Quantum Knowledge Bases

Production-grade Retrieval-Augmented Generation systems that let quantum engineers query their research corpus, patents, and experimental data with natural language accelerating discovery cycles.

Multi-Model Reasoning & Validation Systems

Autonomous validation loops where models verify and refine each other's outputs achieving near-99% accuracy. Ideal for quantum simulation validation, error-correction workflows, and result verification.

Enterprise AI Integration & MCP Tooling

End-to-end integration of AI capabilities into existing research or enterprise workflows using Model Context Protocol (MCP), AWS, and production-grade security, governance, and performance standards.

Experience

  • Lead Agentic Engineer

    • Capgemini

    • Apr 2026 – Present · Stockholm

    Designing agentic architectures that combine LLM reasoning with multimodal vision (Qwen‑32B). Leveraging Claude APIs as a high-trust validation layer. Building autonomous validation loops driving extraction accuracy from ~90% toward near 99% through multi-model consensus and iterative self-correction.

  • Lead AI Engineer / Principal AI Developer

    • Coretura AB

    • Oct 2025 – Apr 2026 · Gothenburg

    Built an AI-native company from the ground up. Applied Claude Code as main orchestrator managing local and remote MCP servers. Designed production-grade AI on AWS, advanced RAG pipelines, and strong AI policy, security, and governance standards.

  • Full Stack Developer

    • Solme AB

    • Dec 2019 – Oct 2025 · Gothenburg

    End-to-end full-stack development of the AVIX web application for large automotive clients across Sweden and international markets. Built with Node.js, TypeScript, and cloud-based architectures delivering scalable, high-performance systems.

  • Senior Generative AI Engineer

    • Metanomi

    • May 2022 – Feb 2023 · Remote

    Built a LangChain + OpenAI GPT-4 chatbot for social media creators with WhatsApp integration. Developed scalable backend services with TypeScript, Node.js, and Python with RESTful APIs for real-time automation.

  • Senior Java & Cloud Engineer

    • Volvo Group

    • Apr 2018 – Nov 2019 · Gothenburg

    Consultant at Volvo Group Connected Solutions. Built and maintained microservices on AWS using Java 8. Contributed to connected vehicle platforms and backend reliability for smart transport solutions.

Education

Honors & Certifications

Master of Science (M.S.), Software Engineering

  • 2010 – 2012

  • Mälardalen University

Sweden · Full-time

Honors & Certifications

  • Oracle Certified Associate, Java SE 8

    • Oracle

    • Mar 2018

    Credential ID: 258342891OCAJSE8

  • Finalist – ICSE Conference Hawaii

    • IEEE/ACM

    • May 2011

    33rd Int'l Software Engineering Conference

Contact me

Open to connecting with quantum engineers, researchers, and innovators. Whether you want to co-found something or just explore possibilities reach out.

Let's connect