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

Achievements

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

Organizations

@ecrl @Cognitive-Chemistry-Labs

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tjkessler/README.md

Hi, I'm Dr. Travis Kessler 👋

Website LinkedIn

🎓 PhD in Computer Engineering
🔬 ML/AI Engineer | Software Engineer | Full-Stack Developer
🌟 Specialized in machine learning for chemical property prediction

🚀 About Me

  • 🧠 Experienced in building, deploying, and scaling ML/AI solutions (Python, PyTorch, TensorFlow, scikit-learn)
  • 🧪 PhD research: Developed ML models to predict chemical properties, bridging AI and scientific discovery
  • 🛠️ Full-stack developer: Next.js, FastAPI, TypeScript, Supabase, PostgreSQL, MongoDB
  • ☁️ Cloud & DevOps: Docker, DigitalOcean, Render, Modal
  • 🏆 Passionate about solving real-world problems with AI and software

🧰 My Toolkit

Python PyTorch TensorFlow scikit-learn TypeScript Next JS FastAPI Supabase PostgreSQL MongoDB Docker C++ C

📈 Let's Connect!

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  1. historical-figure-chatbot historical-figure-chatbot Public

    A full-stack app to chat with AI personas of historical figures. FastAPI backend, React frontend, SQLite DB, and support for custom personas. Modern UI and conversation history.

    Python

  2. llm-fine-tuning llm-fine-tuning Public

    Fine-tuning and testing language models (BERT, GPT-2) on open-access journal articles, with scripts for data prep, model training, and a web app for interactive demos.

    Python

  3. rag-demo rag-demo Public

    A demo Retrieval-Augmented Generation (RAG) project with a FastAPI backend (ChromaDB, GPT-2) and a React frontend for document ingestion and question answering.

    Python

  4. ecrl/padelpy ecrl/padelpy Public

    A Python wrapper for PaDEL-Descriptor software

    Python 226 40

  5. ecrl/ecnet ecrl/ecnet Public

    QSPR-based machine learning for fuel property prediction

    Python 19 7

  6. Cognitive-Chemistry-Labs/padelpy2 Cognitive-Chemistry-Labs/padelpy2 Public

    Python wrapper for PaDEL-Descriptor, enabling fast calculation of molecular descriptors and fingerprints from RDKit molecules, with results as pandas DataFrames.

    Python 1