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On Lounge since Oct 2026

Adrian Hau

@founder-arcafuturaMember #2,192FounderL2
Founder / CTO, PYPER³ · Arca Futura
AI systems researcher and technical founder. Training-time observability, model forensics, and empirical evaluation. Co-founder & CTO at PYP
Kingston, Canada PYPER³ · Arca FuturaGitHub ★ 8Hugging FaceXLinkedIn
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Achievements · 2 of 20

Plugged In ×4Connected sources: GitHub, Hugging Face, LinkedIn, X, website.How: Connected 4 sources (GitHub, LinkedIn, X or a website) in SettingsEarned Oct 24, 2026
Plugged In×4Featured
Shipper ×2Projects on your profile.How: Added 5 projects to their profileEarned Oct 24, 2026
Shipper×2
OverviewProjects · 6Posts · 0

Pinned projects

All 6 projects
military_to_civilian_resume_custom_gpt
Repo · 1 stars · Python
▲ 0
Source code for a custom GPT backend
emergent_depthwise_activation_structure_in_LLMs_the_Hau_curve
Repo · 0 stars
▲ 0
Emergent Depthwise Activation Structure in Transformer Language Models The Hau Curve and Its Early-Training Attractor Pattern
AI-Instrumental-Convergence-Audit
Repo · 5 stars
▲ 0
Founder-ArcaFutura
Repo · 1 stars
▲ 0
AI systems research, model evaluation, and training-time observability
StratEval
Repo · 1 stars · Python
▲ 0
Scenario-based evaluation suite for strategic misalignment under instrumental pressure
model_forensics_values_leakage
Repo · 0 stars · Python
▲ 0

About

AI systems researcher and technical founder. Training-time observability, model forensics, and empirical evaluation. Co-founder & CTO at PYPER³.

Stack

OllamaChatGPTVercelCodex4 tools

Experience

Founder, Arca Futura LLC | AI/ML Researcher
AF
Artificial Intelligence Developer · Arca Futura LLC
Apr 2025 – PresentCurrent
Department of National Defence logo
Case Manager · Department of National Defence
Jan 2024 – PresentCurrent
Self-employed logo
Career Services Specialist · Self-employed
Jan 2022 – PresentCurrent
REGINA Magazine logo
Marketing Consultant · REGINA Magazine
Apr 2017 – PresentCurrent
Freelance logo
Freelance Graphic Designer · Freelance
Mar 2017 – PresentCurrent
Department of National Defence logo
Career Transition Coordinator · Department of National Defence
May 2019 – Jan 2024
Department of National Defence logo
Administrative Officer · Department of National Defence
Jun 2018 – May 2019
Department of National Defence logo
Administrative Assistant · Department of National Defence
Jan 2013 – Jun 2018
Imported from LinkedIn.

GitHub activity

★ 8 stars · 5,255 contributions in the last year · @Founder-ArcaFutura ↗
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