James McEntee
Entry-Level Data Analyst
Redhills, IE.About
Data-focused professional with a strong foundation in Mechatronic Engineering and hands-on experience in data analysis (Python, SQL, Power BI), AI/ML, and cloud infrastructure optimization. Leveraging proven problem-solving and technical skills to transform complex data into actionable insights, I am eager to contribute to operational efficiency and strategic decision-making in an entry-level Data Analyst role.
Work
GRAVITAD
|Data Science Consultant
Remote, N/A, N/A
→
Summary
Provided strategic data science consulting for an AI-driven cloud infrastructure SaaS platform, delivering recommendations that targeted significant cost reductions and performance improvements.
Highlights
Developed strategic recommendations for an AI-driven cloud infrastructure SaaS platform, projecting a 35% cost reduction through optimized dynamic resource allocation.
Engineered a PySpark-based data preprocessing pipeline, accelerating cleaning time by 50% for complex hybrid datasets (scraped and simulated).
Architected a Redis-MongoDB caching solution, decreasing query latency by 40% for real-time performance dashboards and improving data accessibility.
Implemented synthetic data augmentation (using Faker) and conducted monthly audits to effectively mitigate AI model bias risks.
Ballyhaise
|Agriculture Worker
Ballyhaise, Co. Cavan, Ireland
→
Summary
Managed and optimized agricultural operations through data-driven livestock management and equipment maintenance, enhancing productivity and efficiency.
Highlights
Implemented data-driven livestock management protocols, recording and analyzing animal health metrics to reduce illness rates by 15% through early detection.
Optimized farm equipment performance by diagnosing and repairing machinery based on data logs, proactively predicting maintenance needs and minimizing downtime.
Quaestor Analytic Limited
|Electronic Technician
East Wall, Co. Dublin, Ireland
→
Summary
Configured, assembled, and maintained electronic systems and devices, ensuring optimal functionality and adherence to technical specifications.
Highlights
Configured and deployed complex electronic systems and devices, ensuring optimal functionality and integration.
Precision-assembled and interconnected system components, adhering to strict technical specifications and quality standards.
Conducted rigorous system functionality testing and analyzed performance data to identify and resolve issues.
Diagnosed and rectified malfunctions in intricate circuitry and system structures, restoring operational integrity.
Intel
|FST Technical Services (Work Experience)
Leixlip, Co. Kildare, Ireland
→
Summary
Performed analytical testing and engineered custom solutions for electro-mechanical machines, ensuring operational efficiency and compliance with design standards.
Highlights
Executed comprehensive analytical, particle, and moisture testing on electro-mechanical machinery to ensure quality and performance standards.
Engineered and fabricated custom industrial cabling, wiring, and specialized devices for critical operational systems.
Created and updated detailed engineering drawings, ensuring accuracy and compliance with industry standards.
Ballyhaise
|Agriculture Worker
Ballyhaise, Co. Cavan, Ireland
→
Summary
Managed daily farm operations, including livestock care and equipment operation, to ensure productivity and animal welfare.
Highlights
Managed daily care for farm animals and livestock, including feeding, milking, and bedding, ensuring animal welfare and productivity.
Operated and maintained heavy farm equipment, including harvesters and tractors, to efficiently complete harvesting activities.
Monitored livestock closely for signs of illness, promptly reporting observations to facilitate early intervention and minimize health impacts.
Mc Donald's Restaurant
|Counter Assistant
N/A, N/A, N/A
→
Summary
Provided efficient customer service and ensured accurate order fulfillment, maintaining high standards of quality and hygiene.
Highlights
Provided exceptional customer service, greeting patrons and ensuring a positive dining experience.
Accurately assembled and prepared customer orders, consistently meeting strict quality and hygiene standards.
Ensured precise food portioning, maintaining consistency and minimizing waste.
Education
National College of Ireland
→
Bachelors of Science (Level 8)
Data Analytics
IT Blanchardstown
→
BEng (Hons)
Mechatronic Engineering
Certificates
AutoCAD 2D/3D Advanced
Issued By
N/A
IBM AI Foundations (Cognitive Class)
Issued By
IBM
Kaggle Python & Intro to MLData Analyst
Issued By
Kaggle
Professional Development in Data Visualization, ETL, and Database Management
Issued By
N/A
Skills
Data Analysis & Visualization
Python (Pandas, NumPy, Scikit-learn), SQL, Power BI, Tableau, Market Trend Analysis, Dashboard Development, KPI Reporting, Statistical Analysis, Report Generation.
Data Engineering & Management
Data Cleaning, Data Governance, ETL Pipelines, MongoDB, Redis Optimization, PySpark, Cloud Infrastructure.
AI & Machine Learning
Predictive Modeling, Synthetic Data Generation (Faker), TensorFlow, PyTorch, Model Bias Mitigation, Machine Learning Applications.
Technical & Engineering Skills
AutoCAD (2D/3D), Mechatronic System Diagnostics, Electronic System Setup, Circuitry Repair, System Assembly, Prototyping, Engineering Drawings, Electro-mechanical Testing.
Professional & Soft Skills
Problem-Solving, Analytical Thinking, Operational Efficiency, Project Management, Cross-functional Collaboration, Attention to Detail, High-Pressure Environments, Strategic Planning.