Applied AI, Agents & Distributed Infrastructure

Hi, I’m Nico. A technical founder building AI products for businesses, agent systems, and the infrastructure behind them.

Nico Vergauwen giving a presentation

Projects

grokked

Helping companies license their workplace data to AI labs. Data is de-identified, and the company decides who can buy it.

Visit grokked.ai

AI for recovering overdue invoices through conversations, payment agreements, and follow-up. Collection fees are payable when money is recovered.

Visit kollekt.now

Research

TensorCommitments: A Lightweight Verifiable Inference for Language Models

I co-authored this work on checking that a remote language model ran as intended, without running the whole model again on the verifier’s machine.

I’m currently extending TensorCommitments to verifiable post-training using lattice-based commitments, with a focus on performance and post-quantum security.

Accepted at NeurIPS 2026

Co-authored with researchers from UT Austin, Georgia Tech, and McGill.

Writing

The Verifiable Agent

Why autonomous agents need verifiable execution, trustworthy memory, and a provable right to act.

Browse all writing

What I’ve built

Stealth startup

Head of Protocol & Infrastructure

August 2026 to present

Leading protocol architecture and infrastructure for people, AI agents, and robots. Building user-owned personal AI context, private payments, and a naming protocol for a Sui-derived chain.

Theseus Network

CTO

November 2025 to August 2026

Built a programmable agent runtime with a compiler and VM stack, and a browser IDE for deploying on-chain agents. Agents manage their own keys, funds, and memory. Also built Causal, an experience-memory engine with temporal graphs and hybrid retrieval.

JoinHive

Founder & Engineer

October 2024 to November 2025

Built a self-balancing peer-to-peer GPU network for LLM inference and PEFT/LoRA post-training, adapting Qwen3 and DeepSeek-R1 for distributed execution. The app won a prize at the 2024 DMCC × Bybit hackathon.

Tenderize

Solo Founder

December 2021 to March 2025

Owned architecture and most of the code, and led three engineers and the executive team. Built validator-specific liquid staking across 150+ validator destinations and TenderSwap, which reached $10M in cumulative swap volume.

Livepool

Founder & Engineer

February 2020 to December 2023

Built, operated, and open-sourced a GPU video-transcoding pool. The software was adopted by major Livepeer operators, including the official grants node.

Livepeer

Senior Protocol Engineer

May 2019 to December 2021

An early engineering hire in a two-person protocol team. Co-designed probabilistic micropayments, owned the orchestrator/transcoder split, and guided the pre-launch Arbitrum migration through design and review. In 2024, built open-source Livepeer AI infrastructure for LLMs, video models, and object detection.

Emakina

Blockchain Lead

May 2018 to May 2019

Established Emakina’s new blockchain business unit and led architecture, prototyping, and enterprise and government pre-sales. Delivered pilots in telco settlement, trade finance, identity, and supply-chain provenance. Won the Emakina Group Silver Innovation Award.

About me

My work spans applied AI products, agent systems, distributed compute, and protocols. I like working across the whole stack: the model, the runtime, the infrastructure, and the product people actually use.

My work ranges from early protocol engineering at Livepeer and founding Tenderize to agent compilers, memory systems, private personal AI, and distributed inference and post-training.

I’m based in Belgium and have worked remotely with teams in New York, San Francisco, and worldwide since 2019. I speak Dutch and English, with conversational French.

Let’s talk.

If you’re building applied AI products, agent systems, or distributed compute, I’d like to hear what you’re working on.

Message me on LinkedIn