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nexisdev/README.md

Nexis — AI + Bioinformatics Research Engineer

👋 Hi, I’m Nexis (nexisdev). I design responsible AI systems for life science and healthcare—blending multimodal research, clinical compliance, and open-source collaboration.

What I’m Building

  • Bio-LLM Evaluation Suite – LoRA-ready pipelines, safety heuristics, and reproducible reporting for clinical LLMs. Featuring automated compliance checklists, dataset governance, and CI-driven dry runs.
  • Vision-Language Action Lab Robotics – Simulation-to-reality controllers for automated wet-lab workflows (under active development, releasing Q4 2025).
  • Comparative Agentic Research Platform – Integrating Galaxy workflows with research agents (Kernel-Pro) for transparent pathogen surveillance experiments.

Open Source & Community

  • Galaxy Project: contributing GPU-accelerated tooling and reproducible genomics tutorials.
  • MAIA Platform: drafting HIPAA-aligned Helm charts and clinician feedback loops for medical AI deployments.
  • Cognitive Kernel-Pro: building biomedical evaluation suites and reflection-aware agents.

Research Focus

  • Multimodal AI for clinical decision support (LLMs, radiomics, robotics).
  • Responsible deployment: privacy, auditability, and regulatory compliance.
  • Dataset stewardship: bias reviews, PHI scanning, and equitable access.

Highlights & Roadmap (Q4 2025)

  • ✅ LoRA-capable evaluation pipeline with toxicity/privacy heuristics and automated reporting.
  • 🔃 Full fine-tuning run (Oct 27 – Nov 8) with A100 infrastructure and publishable benchmarks.
  • 🗓️ Blog series & lab reports documenting experiments, metrics, and community learnings.

Connect

“Precision medicine deserves precision ML. Let’s build it together.”

Pinned Loading

  1. Nexis-Network/nexisGPT Nexis-Network/nexisGPT Public

    NexisGPT is a cutting-edge, open-source Web3 AI chatbot powered by blockchain technology. This innovative on-chain artificial intelligence solution revolutionizes smart contract development, token …

    TypeScript 2

  2. Nexis-Coder-Agent-Ensemble Nexis-Coder-Agent-Ensemble Public

    Forked from Nexis-Network/Nexis-Coder-Agent-Ensemble

    Nexis Networks AI agent ensemble for https://build.nexis.network to build any Web3 dApp or complex smart contracts with a one-shot prompt

  3. bio-llm-evaluation-suite bio-llm-evaluation-suite Public

    Python