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30 followers · 8 following

Achievements

Achievement: Pair Extraordinairex2Achievement: Starstruckx2Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2

Achievements

Achievement: Pair Extraordinairex2Achievement: Starstruckx2Achievement: YOLOAchievement: Arctic Code Vault ContributorAchievement: Pull Sharkx2

Organizations

@ecrl @Cognitive-Chemistry-Labs

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tjkessler/README.md

Travis Kessler

PhD Computer Engineering · Full-stack · ML/AI · Scientific computing

Production software and ML systems grounded in published research — from scientific modeling and open-source tools to SaaS platforms and large-scale agentic analytics.

Python TypeScript PyTorch FastAPI React

Website LinkedIn Email

Focus

Full-stack

Production platforms (TypeScript, FastAPI, Supabase, Modal) — e.g. Cognitive Chemistry Labs

ML / AI

Agents, transformers, RAG, MLOps, and agentic analytics at scale

Scientific computing

QSAR/QSPR & fuel-property ML; open-source research tooling

Open source

Primary author/maintainer of the pinned ECRL packages — including PaDELPy PaDELPy downloads. More work: traviskessler.com/projects.

Research

12 peer-reviewed publications in combustion, QSAR, and fuel-property ML (Fuel, Proceedings of the Combustion Institute, JOSS, and others). Full list: traviskessler.com/research.

Contact

Available for select work — email or traviskessler.com.

Pinned Loading

  1. ecrl/padelpy ecrl/padelpy Public

    Python API for PaDEL-Descriptor molecular descriptor and fingerprint calculation

    Python 232 39

  2. ecrl/ecnet ecrl/ecnet Public

    QSPR-based PyTorch models for fuel property prediction, with bundled datasets and analytical blend rules

    Python 19 7

  3. ecrl/graphchem ecrl/graphchem Public

    Molecular graph neural networks for predicting chemical properties, with a focus on fuels

    Python 34 7

  4. KoopmanGraph KoopmanGraph Public

    Topology-aware Koopman autoencoders for forecasting and analyzing networked dynamics

    Python

  5. ecrl/ecabc ecrl/ecabc Public

    Artificial bee colony optimizer for user-defined parametric fitness functions

    Python 11 7

  6. personal-website-ts personal-website-ts Public

    Personal portfolio site for traviskessler.com — built with Next.js, React, TypeScript, and Tailwind.

    TypeScript