I build AI systems that actually ship.
Head of Data & AI. CTO & co-founder at Mantis — the independent AI consultancy I’ve been running for the past five years. I help founders and tech leaders make real AI decisions — and ship the systems that follow.
I’ve spent over a decade helping businesses actually use AI — not pilot after pilot, not demos that never reach production, but systems shipped onto messy real-world data and niche workflows, with the teams to run them.
For the past five years I’ve been building Mantis — the independent AI consultancy I co-founded, embedded with leadership teams from seed-stage startups to FTSE-listed companies, governments, foundations and research institutions worldwide. I’m CTO there.
My work sits at the intersection of research depth and shipping discipline. I read the papers, but I also write the migrations.
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2020—Mantis CTO & Co-founder
Embedded engagements with 30+ organisations — governments, foundations, research institutions and FTSE-listed companies. Take ML projects from boardroom slide to production system. Train the teams that take it from there.
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2018—2020Wellcome Trust Senior Data Scientist · Lead
Set up and led the data science team. Applied NLP across millions of biomedical grants and policy documents. Open-source releases still in active use.
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2014—2018Earlier · London startups Data Scientist
Conversocial, FactSet, Seedrs. Language detection at scale, recommender systems, factuality checks on entrepreneur statements. Learned what real production load feels like.
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- 2026.05 The end of repetitive tasks essay 5 min →
- 2026.04 The AI disruption matrix essay 6 min →
- 2026.04 Clawdbot in 200 lines of code essay 8 min →
- 2026.03 The future of work essay 7 min →
- 2026.02 Software engineers are obsolete, or are they? essay 9 min →
- 2026.02 Have you read the AI 2027 analysis? essay 6 min →
- 2025.08 AgenticAI is everywhere — but what is an agent? essay 8 min →
- 2025.06 RAG meets knowledge bases talk 28 min →
- 2024.10 A tour of LLMs talk 35 min →
- 2024.06 Interpretability of LLMs talk 30 min →
Working with me
I take on a small number of advisory and fractional engagements per year, alongside my CTO role — typically 10 sessions over 3 months, on-call support included. If you’re a founder or executive trying to make real AI decisions — not buy demos — say hello.
> ssh nick@nsorros.com email nick.sorros@proton.me call meet.nsorros.com github github.com/nsorros in linkedin.com/in/nsorros status available q4 2026$ compose --to nick.sorros@proton.me_