Hi, I'm Nicole Tran

Welcome to my portfolio page - nice to e-meet you! 😊

Education

Singapore Management University

Master of IT in Business (Artificial Intelligence)

Singapore Management University

Jan 2026 – Apr 2027

University of Gloucestershire

Bachelor of Arts in International Business

University of Gloucestershire

Aug 2019 – Jul 2021

Skills

A cross-functional toolkit spanning AI engineering, data infrastructure, and cloud platforms - built across 4 years of hands-on consulting delivery.

  • Python & SQL (MySQL, OracleSQL, MSSQL, MongoDB)
  • AI / ML (LLMs, RAG, PyTorch, HuggingFace, MLOps)
  • Agentic AI (LangChain, LangGraph, Vector Databases)
  • Data Engineering (ETL, PySpark, dbt, REST APIs)
  • Cloud & DevOps (GCP, Docker, Git)
  • Data Strategy & Architecture (Roadmapping, TCO)

Projects

Selected projects spanning agentic AI, cloud data strategy, and data integration. Click on the project for further detail!

Fashion Recommendation AI Chatbot

Fashion Recommendation AI Chatbot

Nov 2025

Built an agentic AI chatbot with RAG architecture, migrating unstructured fashion catalog data into a vector database using embedding models. Implemented real-time vector retrieval for personalized recommendations across thousands of SKUs.

Data Integration for a Leading Bank

Data Integration for a Leading Bank

Mar 2025

Designed and implemented a data integration solution using Oracle Data Integrator to Oracle Cloud. Optimized SQL queries, automated ETL scheduling, and provided SIT/UAT support to enable faster decision-making.

Graph DB Migration for Supply Chain

Graph DB Migration for Supply Chain

Jan 2023

Developed a pipeline to consolidate logistics data from multiple sources and migrate it from relational databases to a graph database using Cypher SQL. Built a real-time tracking system that reduced delivery delays.

Data Strategy for Pharmaceutical Company

Data Strategy & Architecture for Pharmaceutical Company

Oct 2025

Led high-level data strategy consulting for a pharmaceutical client, delivering a 5-year data platform roadmap covering cloud migration, modern data architecture, and DevOps enablement. Produced TCO estimates and investment justifications to drive enterprise-wide adoption.

Professional Certificates

Collibra

Data Governance

Collibra Data Stewards

Google Cloud

Cloud Digital Leader

Google Cloud

Neo4j

Neo4j Professional

Graph Database & Analytics