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Alyssa-syx/README.md

Hi, I'm Alyssa 👋

I build practical AI agents for chemistry, materials workflows, and scientific automation.

我关注 AI 如何帮助科研工作流变得更可追溯、可复现、也更安全。

Featured work

Project What it does Built with
ChemBoMAS A multi-agent workflow for validating chemistry data, recommending experiments with Bayesian optimization, and analyzing results. Python, Google ADK, BayBE, RDKit
MatFlow Compiler Compiles material-science papers, patents, and technical data into evidence-linked protocols, SOPs, safety reports, and recovery plans. Python, structured data, scientific agents
welcome-to-sjtu A Chinese campus-assistant skill that organizes study, course, academic, and everyday services for SJTU students. Agent skills, information routing

What I'm exploring

  • 🧪 AI for scientific discovery and autonomous experimentation
  • 📊 Bayesian optimization for chemistry and materials
  • 🤖 Reliable multi-agent workflows with explicit evidence and safety boundaries
  • 🛠️ Small tools that turn scattered information into useful, repeatable workflows

Toolbox

Python · Google ADK · BayBE · RDKit · pandas · scikit-learn · GitHub Actions

How I like to build

I care about clear problem definitions, runnable examples, traceable outputs, and honest project limitations. If one of these projects overlaps with your work, feel free to open an issue in the relevant repository.

Popular repositories Loading

  1. welcome-to-sjtu welcome-to-sjtu Public

    SJTU campus assistant skill for study, course, academic, and everyday workflows.

    1

  2. SynMatAI_ScienceSkills_Hackathon0023 SynMatAI_ScienceSkills_Hackathon0023 Public

    Evidence-grounded compiler from materials literature to validated protocols, SOPs, and safety reports.

    Python 1

  3. ChemBoMAS ChemBoMAS Public

    Multi-agent chemistry workflow for data validation, Bayesian optimization, and experiment analysis.

    Python 1

  4. Alyssa-syx Alyssa-syx Public

    AI for chemistry, materials workflows, and scientific automation.

    1