
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
ibd-harmony-integration
June 6, 2026 – Present
Multi-sample scRNA-seq integration using Harmony across 18 IBD donors - batch correction, cellular composition analysis, and myeloid activation signatures in Crohn's disease vs ulcerative colitis vs healthy controls
View Projectnsclc-tumour-microenvironment
June 6, 2026 – Present
Single-cell RNA-seq analysis of the NSCLC tumour microenvironment - T cell exhaustion trajectories and macrophage polarisation in lung adenocarcinoma
View Projectalzheimers-scrna-analysis
June 6, 2026 – Present
Single-cell transcriptomic analysis of Alzheimer's disease using Scanpy - cell-type-specific gene expression in the human prefrontal cortex
View ProjectHannah_Agentic_AI
April 16, 2026 – Present
Real-time voice AI research assistant for biotech, pharma, and life sciences news and updates
View Projectghost-job-detector
April 13, 2026 – Present
Detect ghost and fake job listings — confidence scores, scam detection, duplicate flagging
View Projectcork-health-locator
November 24, 2025 – Present
Cork City Pharmacy, Walk-In Clinic & UCC Student Health Centre Locator — built with React and Leaflet.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong interest in bioinformatics, AI, and web development. While the bioinformatics projects align well with a Data Scientist role, the breadth of projects (including web development) suggests a diverse interest. However, the lack of professional experience or team-based projects makes it difficult to fully assess cultural fit. The target role is 'Data Scientist', and while the bioinformatics projects are highly relevant, the other projects (web development, ghost job detector) indicate a broader, less focused application of data science skills, which might require clarification regarding their primary interest and alignment with a specific data science domain.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The psychometric test score is 0, indicating no completed assessment for these areas.