Martin Tobias Lithner Ω

IIoT Responsible|Senior Lead Data Scientist|Theoretician|Philosopher|Published Author

Fagersta, Västmanland County, Sweden

About

My work lives at the intersection of deep theory and working code, with a bias toward experiments that increases set value and truth. I prefer complex problems, crisp definitions, and measurable outcomes. I test five standard deviations above the mean. Eccentricity is therefore a feature, not a flaw. I value clarity, rigor, curiosity, and the courage to discard elegant theories that do not survive contact with reality. Small talk is still under training. The progress is real. My Principles: • Reality first. Prefer Data that can falsify a claim. • Simplicity at the core. Complexity only where it buys capability. • Speed with safeguards. Move quickly with pre-mortems and test harnesses. • Composable work. Build solutions that can be scaled, reused, audited, and improved. • Intellectual honesty. Change direction when the evidence demands it. • Creator and firm believer of "Probabilistic Awareness" • Zero tolerance for cultural mediocracy. Do not optimize for lowest-common-denominator consensus; optimize for correctness and craftsmanship. Summary: First-principles strategy, cognitive systems, AI collaboration, data science, research design, knowledge engineering, zero to one, prototyping, complex systems, inference quality, measurement, intellectual rigor, anti-mediocracy. #Lithner #SecoTools #FirstPrinciples #ComplexSystems #InferenceQuality #IntellectualRigor #ProbabilisticAwareness

Experience

  • Seco Tools (5 yrs 11 mos)
    • IIoT Responsible / Senior Lead Data Scientist
      Jun 2022 - Present · 4 yrs 1 mo

    • Process & Data Engineer
      Aug 2020 - Aug 2022 · 2 yrs 1 mo

    • Production Control Manager & Production Data Analyst
      Sep 2021 - Apr 2022 · 8 mos

      Worked primarily with analyzes and optimization of existing processes, methods, tools and systems within planning and production control, but also worked with collection and sorting of data from our existing business and MES systems.