Explainable Discoveries & Defendable Results

Open-source tools, data integration, and scientific application engineering for life sciences

Our Impact

Explainable Discoveries & Defendable Results

Delivery Focus

  • Analysis-ready drug data integration pipelines
  • Production-grade R Shiny dashboards
  • Explainable AI for drug repurposing
  • Open-source tools with professional delivery

Partnership Value

  • Architects of dbparser, periscope2 and DrugVerse
  • Peer-reviewed and CRAN-published foundations
  • R and Python under one architectural vision
  • From raw data to production deployment

What We Deliver

Purpose-built solutions for life sciences and pharmaceutical teams

UI Development

Production-grade R Shiny dashboards for exploratory analysis and scientific reporting.

R Shiny
  • Data
  • Visualisation
  • Reports
Explore data, visualise results, and build scientific reports.

Drug Data Integration (dbparser Pro)

Bring DrugBank, ChEMBL, and related sources into analysis-ready data for your scientific workflows.

  1. Data Sources
    • DrugBank
    • ChEMBL
  2. dbparser Pro
    • Parsing
    • Normalisation
    • Cross-database Linkage
  3. Analysis-ready Data
    • Analytics Pipelines
    • Scientific Dashboards
Bring the sources you use into one analysis-ready foundation.

Our Services

Our Research

Explore our latest research on explainable AI, knowledge graphs, and biomedical data analysis workflows.

Methods & Interpretability

Explainable AI for Knowledge Graph-Based Drug Repurposing: Methods, Challenges, and Interpretability Frameworks

Taxonomy of XAI techniques and interpretability frameworks for biomedical KG drug repurposing.

Trust & Discovery

The Role of Explainable AI in Knowledge Graph-Based Drug Repurposing

Bridging Trust and Discovery through XAI and Knowledge Graphs for accelerated drug repurposing.

Our News

Highlights from our latest publications, conference presentations, and biomedical software releases.

Our Team

Eng. Mohamed Ali

Eng. Mohamed Ali

Chief Technology Officer

Eng. Mennahtullah Mabrouk

Eng. Mennahtullah Mabrouk

Chief Operating Officer

Eng. Nada Mamdouh

Eng. Nada Mamdouh

Finance Manager

Ready to Accelerate Your Work?

Start with a quick consultation, or send us your project details and we will recommend the right integration and dashboard delivery path.

Typically a response within three business days · Cairo, Egypt