PetarTodorović

I build AI systems that turn complex scientific and industrial data into trusted decisions.

Palantir · Applied AI · Semiconductors · Scientific R&D

View flagship work Explore research
AIreasoning · learningMaterialsstructure · discoveryMarketsinformation · incentivesSystemsarchitecture · controlMove to perturb the system
01 / SYSTEMS IN PRACTICE

From data to trusted decisions.

At Palantir, I work where research, software, and consequential operations meet—turning complex data into systems that people can trust and use.

View the semiconductor whitepaper ↗

Swipe to explore · 1 of 4 · Data

Data + Models selected · Secure semiconductor data ecosystem

03Renewable technology · Solar cells

Manufacturing root-cause intelligence

Applied LLM-driven reasoning to diagnose production failures and surface actionable insight across complex, multi-stage solar-cell fabrication workflows.

ChallengeProduction failures across multi-stage fabrication workflows.MethodAdvanced agentic reasoning and LLM-driven root-cause analysis.Public proofRenewable-technology DevCon talk.LLM reasoningWatch DevCon ↗
02 / RESEARCH

Research with a path to practice.

Published research, industry work, and open tools across interpretable machine learning, semiconductors, and optical materials.

Published research · 2023

DARWIN

Interpretable discovery of semiconductors with machine learning · npj Computational Materials

Industry whitepaper

Accelerating Semiconductor R&D

Connected data and workflows for semiconductor research and development · Palantir

Open-source tool

Luminescence Profile Generator

Ideal luminescence curve generation for optical materials research · GitHub

03 / LEADERSHIP

Technical depth, made operational.

I lead at the intersection of scientific rigor, executive priorities, and the day-to-day work required to move systems into practice.

  • 04
    Lead technical delivery

    Leading a four-member team designing and implementing a semiconductor data science module.

  • 30
    Scale systems into use

    Agentic R&D infrastructure active across 30 deployments and serving 300+ users.

  • ↗
    Connect strategy to implementation

    Scope business use cases with executive leadership across structured and unstructured datasets.

  • R&D
    Translate technical work

    Write industry whitepapers and technical materials for semiconductor participants and external teams.

04 / APPROACH

From first principles to real-world systems.

My work moves between scientific research and consequential deployment: reducing complex problems to their fundamentals, building rigorous models, then engineering systems that create durable value.

?Problem
△Model
⌘Build
↻Learn
05 / FOUNDATION

Scientific foundations, applied.

BASc.

Nanotechnology Engineering

University of Waterloo · Dean’s Honours List

Ph.D.

Electrical Engineering

University of Toronto · Perovskite nanomaterials

TODAY

Deployment Strategist / Senior Data Scientist

Palantir Technologies · Applied AI in practice

The most interesting problems are still unsolved.

Let’s build what’s next.

For conversations about applied AI, scientific R&D, and complex decision systems, LinkedIn is the direct path.

Connect on LinkedIn
Google Scholar ↗GitHub ↗