James McEntee
I am a data scientist with expertise in building end-to-end data pipelines and competitive intelligence systems for SEO and content strategy.
About
I am a data scientist with expertise in building end-to-end data pipelines and competitive intelligence systems for SEO and content strategy. I transform raw data into actionable insights through scalable Python automation, semantic NLP analysis, and dashboard visualization. I bring a strong engineering background with experience in API integration, ETL development, and machine learning to drive data-driven decision-making in remote, asynchronous environments.
- 8 years' experience
- Joined November 2025
Industry experience
- Gaming
- Software & Internet
- Professional Services
- Education
- Media & Entertainment
- Manufacturing
Work experience· 8 roles
Engineered an end-to-end AI citation audit system using Python and the Gemini API, processing 1,000+ queries across 8+ client domains to identify content gaps. Built a co-citation analysis model to map competitor relationships and normalize domain authority, delivering scores to prioritize link-building opportunities. Implemented a semantic content pruning framework with sentence transformers and clustering to identify 15 low-performing pages for removal; conducted 121-page technical SEO audits flagging issues (e.g., 87% missing H1 tags). Automated competitive analysis pipelines, reducing manual data collection time by ~60%, and delivered interactive Looker Studio dashboards for non-technical stakeholders.
Designed scalable data pipelines integrating Data ForSEO API to analyze 600+ iGaming domains; Built automated data collection and processing scripts; Conducted competitive analysis and KPI mapping for SEO & marketing intelligence.
Delivered strategic recommendations for an AI-driven cloud SaaS platform, contributing to a 35% reduction in infrastructure costs via dynamic resource allocation. Developed a PySpark preprocessing pipeline that reduced data cleaning time by ~50% for hybrid datasets. Implemented a Redis-MongoDB caching architecture with optimized queries, reducing dashboard latency by ~40%.
Education· 7
Certifications and awards
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