On Lounge since Oct 2026
Joseph Crabtree
PaidMember #804FounderL2Founder and CEO, Additive Manufacturing Technologies (AMT)
Founder-engineer. Built AMT (industrial 3D printing, 50+ patents). Now running LLM agents on real hardware, evals and fine-tuning on my own
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Achievements
Plugged In ×4Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 4 sources (GitHub, LinkedIn, X or a website) in Settings
Plugged In×4Featured
ShipperProjects on your profile.How: Added 1 project to their profile
Shipper
Pinned projects
Field log of control failures from LLM agents running a small physical business, and the guardrails that held
ai-agentsai-controlai-safetyllm
Golden-set eval gate for LLM model promotion, plus lm-eval-harness lessons for reasoning models
evalsllmlm-evaluation-harnessmlops
vllm
Profile README
NemotronH MoE LoRA in NeMo Automodel: routed-expert weights silently not loaded. Root cause, fix script, tests.
fsdploramixture-of-expertsnemonemotron
Stack
About
Founder-engineer. Built AMT (industrial 3D printing, 50+ patents). Now running LLM agents on real hardware, evals and fine-tuning on my own GPU lab.
Raises & exits
Member RaisesAMT raised $25M over 6 rounds (seed, early-stage and grants), most recently a $15M Series B in October 2021 with Saint-Gobain Surface Solutions and 15th Rock Ventures joining Foresight Group, DSM Venturing and Mercia.
Experience
Founder & CEO, AMT PostPro | Building AI into industrial production, from post-processing to the back office | 50+ patents | Investor, hardtech & industrial AI
Founder, Ceo, Board Member & Investor · Additive Manufacturing Technologies
Founder, CEO, Board Member & Investor · Additive Manufacturing Technologies
Vice President & Board Member · Christchurch Chamber of Trade & Commerce
Vice President & Board Member · Bcp Council
Head of Sales · Beagle Aircraft
FR
Site Operations Manager · Firth Rixson (Acquired by Alcoa on November 20 2014)
Off-Highway Product Supply Manager (Secondment) · Caterpillar Inc.
FR
Senior Process Manager · Firth Rixson (Acquired by Alcoa on November 20 2014)