This site provides a llms.txt file at /llms.txt for AI chatbots and parsers.
I'm Sebastian Boehler, a research engineer and founder working across high-speed simulation, trading infrastructure, autonomous systems, and source-grounded learning.
IEEE-published research · Founder at Sunderlabs · Co-founder and CTO at HB Capital · M.Sc. Computer Science at Tübingen
Four systems, each presented with the evidence it has earned and the boundary it has not crossed.
Training compact policies before they reach real hardware.
High-throughput native environments, privileged teachers, edge-shaped policies, telemetry, and staged gates.
Keeping market claims attached to their evidence.
Market structure, positioning, macro context, native research tooling, and read-only account context.
Testing whether smaller language models can predict what users say next.
QLoRA next-turn prediction with multi-step dialogue rollout evaluation.
Turning private course material into controlled learning workspaces.
Professor-owned sources, enforced unlocks, typed tutor capabilities, and learner-owned work.
Notes on research systems, engineering practice, and how models behave in the environments around them.
A careful walk from brain networks to dense LLM circuits, MoE models, and the deeper idea that modularity may be a solution to interference.
A practical guide to linear models, trees, random forests, gradient boosting, XGBoost, neural networks, and when each family is worth trying.
What OpenAI's Parameter Golf and Weco's Aiden show about open benchmarks, public PR graphs, and autonomous ML engineering.
I moved from self-taught builder and backend engineer to research engineer and founder.
Today I work through Sunderlabs and HB Capital while studying computer science at Tübingen.
Founder & AI Engineer
Sunderlabs
Co-founder & CTO
HB Capital
M.Sc. Computer Science
University of Tübingen
B.Sc. Computer Science
IU International University
Backend Developer
LI.FI
Founder & Developer
Boehler IT Solutions
Backend Developer
remotly
A quiet record of sustained public building from 2017 onward.
6,002 contributions
1,798 contributions
1,145 contributions
256 contributions
524 contributions
554 contributions
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1 contribution
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If the work above connects to a problem you are working on, let's discuss a collaboration.