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117 followers · 93 following

Achievements

Achievement: Pair Extraordinairex2Achievement: QuickdrawAchievement: Pull Sharkx3Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex2Achievement: 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

Snake animation

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  1. Daikon Daikon Public

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

    C# 3 3

  2. docu-store docu-store Public

    Chemistry-aware document intelligence for drug discovery.

    Python 2 1

  3. structflo-cser structflo-cser Public

    Forked from structflo/structflo-cser

    Jupyter Notebook 2

  4. cellar cellar Public

    Python 1 1

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

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

    Ruby 168 66

  6. duar duar Public

    Duar is a self-hosted fine-grained authorization service for multi-tenant applications. Bring Google, GitHub, Entra ID, or any OIDC provider; Duar adds workspaces, RBAC, and Zanzibar-style resource…

    Python 1 1