Linlin Jiang
Singapore
Summary
Data Analyst with a Master’s in IT in Business (FinTech & Analytics) and 4+ years of experience in data analytics, dashboard development, and reporting automation. Proficient in SQL, Python, Tableau, and R. Experienced in deploying analytics solutions on cloud platforms (GCP BigQuery, VM) and leading cross-functional reporting projects. Adept at using data to improve efficiency, identify root causes, and support strategic decisions in both manufacturing and e-commerce.
Overview
8
8
years of professional experience
1
1
Certification
Work History
Senior Engineer, F10 PLN OI
Micron Technology
07.2021 - Current
- Led analytics enhancements for Cycle Time Bank (CTB ADVI), improving attribution and bottleneck visibility; reduced cycle time by 7 days in every 19-week cycle.
- Designed dashboards for partgroup-level reporting; standardized metrics and introduced new wait-time analyses.
- Piloted LLM-based chatbot (LangChain, text-to-SQL, GCP BigQuery) enabling natural language queries; selected as Top 1 AI product in Micron F10 to drive cost reduction and IPP profit goals.
- Project leader for HBM analytics & reporting; organized weekly global forums to align stakeholders and deliver PD line readiness.
Data Analyst Intern
Aladdin
01.2021 - 06.2021
- Company Overview: Startup, E-Commerce Solutions
- Analyzed market trends and product performance; served 20+ merchants with actionable insights.
- Helped 3+ shops increase revenue by 15% through product recommendation and advertising strategy.
- Supported online advertising strategy and digital transition for SMEs on Shopee/Lazada.
Online Marketing Intern
Shopee
06.2020 - 12.2020
- Consolidated campaign performance, built benchmarks, and optimized targeting via demographic analysis.
- Applied R & Power BI for modeling cost-effectiveness and visualizing insights.
Intern, Retail Banking
Bank of China
06.2017 - 09.2017
- Facilitated client transactions, including a US$1M precious metal trade (branch record).
- Increased credit card issuance by 100 in one week; led loan document reorganization and recovery support.
Education
Master of IT in Business - Financial Technology & Analytics
SMU
01.2020
Bachelor of Economics - Finance
Central South University
01.2018
Skills
- Programming & Analysis: SQL, Python, R
- Visualization: Tableau, Power BI, Excel
- AI & Cloud: LLM (LangChain, text-to-SQL), GCP BigQuery, Snowflake, VM deployment
- Data Management: Data warehousing, ETL
- Languages: English (Fluent), Mandarin (Native)
Certification
- Generative AI with Large Language Models, DeepLearning.AI - February 8, 2024
- LangChain Chat with Your Data, DeepLearning.AI - September 11, 2024
Timeline
Senior Engineer, F10 PLN OI
Micron Technology
07.2021 - Current
Data Analyst Intern
Aladdin
01.2021 - 06.2021
Online Marketing Intern
Shopee
06.2020 - 12.2020
Intern, Retail Banking
Bank of China
06.2017 - 09.2017
Master of IT in Business - Financial Technology & Analytics
SMU
Bachelor of Economics - Finance
Central South University
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