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ricky-madison/README.md

🧬 Ricky Madison

Pharmaceutical & Regulated AI Systems Executive

Drug Development • Oncology AI • Computational Biology • Regulated Software

⚜ Executive Profile

Operating at the intersection of pharmaceutical manufacturing, computational oncology, regulated artificial intelligence, and scientific software engineering.

For more than fifteen years I have designed scientific platforms spanning pharmaceutical formulation, molecular modelling, deterministic AI, computational biology, and institutional-grade software engineering.

⚡ Current Focus

Drug Discovery                  ████████████████████ 100%
Computational Oncology          ███████████████████░ 96%
Artificial Intelligence         ████████████████████ 98%
Regulated Software              ████████████████████ 99%
Structural Bioinformatics       ██████████████████░░ 93%
Pharmaceutical Manufacturing    ██████████████████░░ 92%
Cloud Infrastructure            █████████████████░░░ 86%

🧭 Technical Profile

Domain Expertise
Artificial Intelligence ████████████████████ 98%
Computational Oncology ███████████████████░ 96%
Drug Discovery ████████████████████ 99%
Structural Biology ███████████████████░ 95%
Bioinformatics ███████████████████░ 95%
Pharmaceutical Manufacturing ██████████████████░ 94%
Software Architecture ████████████████████ 98%
Cloud Engineering █████████████████░░░ 86%
Regulatory Systems ████████████████████ 99%

🏛 Core Competencies

Scientific Computing Engineering Executive Leadership
Oncology AI Distributed Systems Technology Strategy
Molecular Docking Cloud Architecture Product Leadership
Computational Biology API Design Scientific Leadership
Protein Modelling DevOps Innovation Management
Precision Medicine AI Infrastructure Regulatory Strategy
Drug Discovery Enterprise Software Research Translation

🚀 Flagship Projects

🧬 HyperLab53

🚀 Flagship Projects

🧬 HyperLab53

Mutation-Aware TP53 Discovery Platform

A deterministic computational oncology platform designed to move from TP53 mutation analysis to evidence-linked therapeutic candidates within a reproducible scientific workflow.


Capability Status
Structural modelling ✅
Physics-based docking ✅
Simulated annealing ✅
Prime-editing integration ✅
COSMIC integration ✅
Open Targets integration ✅
PMID evidence validation ✅
JSON reproducibility ✅

📊 HyperLab53

Platform Performance Metrics

A production-ready scientific platform architecture combining computational biology, deterministic AI, and evidence-driven therapeutic discovery.


Metric Value
TP53 Variants 4,000+
Prime Editing Coverage 1,227
PMID Validation 100%
Docking Engine Deterministic
Live APIs Multiple
Architecture Production Ready
Workflow Reproducible
Evidence Layer Validated

📈 OncoMonitor

⚕ AI Oncology Monitoring System

Patent Pending

AI-powered oncology monitoring platform combining deterministic ECG signal quality analysis with explainable clinical decision support.

Core Capabilities

Capability Status
AI-assisted monitoring ✅
Signal quality verification ✅
Explainable decision engine ✅
Regulatory-first architecture ✅
Clinical workflow integration ✅

📈 OncoMonitor

Patent Pending

AI-powered oncology monitoring platform combining deterministic ECG quality assessment with explainable clinical decision support.

Highlights

  • AI-assisted oncology monitoring
  • Deterministic signal quality verification
  • Explainable AI engine
  • Clinical workflow integration
  • Regulatory-first architecture

🛠 Technology Stack

📚 Programming Languages

Language Expertise
🐍 Python ████████████████████ 100%
🔷 TypeScript ███████████████████ 95%
🟨 JavaScript ███████████████████ 95%
🟪 C# ██████████████████ 90%
🗄️ SQL █████████████████ 85%
📊 R ███████████████ 75%
⚙️ C++ █████████████ 65%
☕ Java ████████████ 60%

🏆 Professional Domains

mindmap
root((Ricky Madison))

    Pharmaceutical Manufacturing

        Drug Development
        Formulation Science
        Quality Systems
        GMP

    Artificial Intelligence

        Machine Learning
        LLM Systems
        Clinical AI
        Decision Support

    Computational Biology

        TP53
        Molecular Docking
        Protein Structures
        Bioinformatics

    Software Engineering

        Distributed Systems
        APIs
        Cloud
        DevOps

    Leadership

        Product Strategy
        Executive Leadership
        Innovation
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☁ Platform Expertise

Artificial Intelligence
██████████████████████████████████

Machine Learning
████████████████████████████████

Drug Discovery
██████████████████████████████████

Computational Biology
███████████████████████████████

Structural Bioinformatics
██████████████████████████████

Cloud Infrastructure
████████████████████████████

Enterprise Software
████████████████████████████████

Regulatory Compliance
██████████████████████████████████

📈 Contribution Activity

🔬 Research Interests

  • Artificial Intelligence
  • Computational Oncology
  • Precision Medicine
  • Drug Discovery
  • Pharmaceutical Manufacturing
  • Structural Biology
  • Molecular Docking
  • Regulated AI Systems
  • Scientific Computing
  • Explainable AI

📖 Current Work

  • 🧬 HyperLab53
  • ⚕ AI-Driven Oncology Platforms
  • 🧪 Pharmaceutical Manufacturing Systems
  • 🚀 Enterprise Scientific Software

Engineering scientific systems where reproducibility, regulation, and innovation converge.


Popular repositories Loading

  1. P53-ML-Quantum-Pipeline P53-ML-Quantum-Pipeline Public

    A Hybrid Quantum-Classical AI Pipeline for TP53 Mutation Pathogenicity Prediction

    Jupyter Notebook

  2. ricky-madison ricky-madison Public

  3. MediSynic MediSynic Public

    AI-powered precision oncology and gene-therapy surveillance platform for between-visit monitoring, toxicity tracking, metabolic trends, drug interactions, biomarkers, and mutation-aware clinical de…

    TypeScript

  4. LNPredict LNPredict Public

    In silico p53 LNP formulation platform for predicting and ranking ionizable lipids, estimating mRNA delivery performance, and recommending cancer-specific targeting strategies from TP53 mutations.

    TypeScript

  5. Phenorescue-AI Phenorescue-AI Public

    PhenoRescue AI is a multi-modal artificial intelligence platform designed to accelerate phenotypic drug discovery for TP53 cancer mutations.

    TypeScript

  6. DynaPocket DynaPocket Public

    A patient-profile–based clinical trial discovery tool that searches ClinicalTrials.gov for recruiting studies and ranks results by relevance to a patient’s diagnosis, biomarkers, treatment history,…

    TypeScript