Malav Naik – Résumé

Data Analyst & Data Engineer (GenAI) · Dublin, Ireland · malavnaik99.github.io · LinkedIn · GitHub

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Summary

About 10 years in data across India and Ireland: SQL Server and SSIS pipelines, Azure migration, analytics data models, and generative AI (RAG, knowledge graphs, LLM automation). MSc in Data Analytics from National College of Ireland.

Experience

Accenture, Dublin – work for a global technology client

Platform integrity: analysing complex escalations with AI-assisted tools.

S&P Global Market Intelligence – Data Analyst & ETL Developer, 2019–2024

Built SSIS pipelines over multi-million-record financial datasets.

Designed data models for analytics.

Helped migrate on-premise SQL Server databases to Azure SQL Managed Instance, cutting infrastructure costs by about 25%.

Bright Info Solutions, Ahmedabad – Data & reporting

Pulled data with SQL, cleaned it in Excel and Python, and built weekly reports.

Education

• MSc in Data Analytics, National College of Ireland, Dublin, 2024–2025. Thesis: Enhanced Personalized Learning Experiences by Leveraging Knowledge Graphs and Prompt Engineering (NCI repository).
• Bachelor of Computer Applications, Gujarat, India, 2015.

Selected projects

• SkillBot – a skill-recommendation chatbot pairing a fine-tuned GPT-3.5 model with a 2.3-million-triple knowledge graph using retrieval-augmented generation.
• More on the projects page.

Skills

SQL, SQL Server, SSIS, Azure SQL, Python, data modelling, Power BI, Excel, LLMs, RAG, knowledge graphs, prompt engineering, GitHub Actions.