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41 followers · 90 following
  • Texas A&M University
  • Austin, Texas, US

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLOAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

Organizations

@saclab

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sidxz/README.md

LinkedIn   Website   SacLab   StructFlo

About Me

Focusing on bringing AI deeper into drug discovery workflows: building agentic knowledge-discovery systems that integrate structured data, scientific literature, and experimental outputs; advancing multimodal transformer models for molecular property prediction; and delivering transparent interfaces and reproducible data/cheminformatics pipelines that make complex AI decisions interpretable.

📍 Austin, TX  ·  M.S. CS, Texas A&M

Selected Publications

Year Paper Journal
2026 CAGE Fusion: Deep Learning for Nuisance Compound Detection Using a Gated Co-Attention Graph Embedding Model Journal of Cheminformatics, Springer Nature
2025 Integrating Chemical, Genetic, and Feasibility Assessments for Anti-Tubercular Target Validation EMBO Molecular Medicine, Springer Nature
2023 DAIKON: A Data Acquisition, Integration, and Knowledge Capture Web App for Target-Based Drug Discovery ACS Pharmacology & Translational Science, American Chemical Society

Tech Stack
Languages Python C# JavaScript SQL
AI / ML PyTorch TensorFlow HuggingFace LangChain LangGraph DeepChem RDKit vLLM
Backend .NET FastAPI Kafka Temporal KurrentDB Neo4j MongoDB PostgreSQL
Frontend React Next.js MobX PrimeReact
DevOps & Cloud Docker Terraform AWS Azure Linux Chef GitLab CI GitHub Actions
Philosophy Clean Architecture CQRS Event Sourcing Domain-Driven Design Microservices

GitHub Stats

GitHub Streak

Contributions

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  1. Sentinel Sentinel Public

    An authentication proxy and authorization microservice. Sentinel handles OAuth2/OIDC authentication from external IdPs, multi-tenant workspace management, and fine-grained Zanzibar-style permissions.

    Python 2 1

  2. Daikon Daikon Public

    DAIKON is an open-source framework designed to streamline target-based drug discovery processes.

    C# 3 3

  3. docu-store docu-store Public

    A human-first document intelligence store for drug discovery.

    Python 2 1

  4. dev-sec/chef-ssh-hardening dev-sec/chef-ssh-hardening Public

    This chef cookbook provides secure ssh-client and ssh-server configurations.

    Ruby 166 66

  5. inspec-handler inspec-handler Public

    A cookbook to perform inspec tests with client run

    Ruby 9

  6. Daikon2-FE Daikon2-FE Public

    Web Frontend for Daikon Gen 2

    JavaScript 2 1