Ledger Automation Pipeline
Automating accounting ledger processing with Python
Personal Project · Prototype v2.0
- Python
- Pandas
- OpenPyXL
- RapidFuzz
- Streamlit
- Automation
Portfolio / 2026
Vietnam
Available for internships
Hello, I’m
KYNGUYEN
- Role
- Data Analyst Graduate Candidate
- Location
- Vietnam
- Contact
Building analytical projects that turn raw data and repetitive workflows into clearer decisions.
View selected workBuilding analytical projects that turn raw data and repetitive workflows into clearer decisions.Scroll to explore ↓
Selected work
Analysis with a point of view.
Selected studies shaped around the questions a growing business needs answered.
Details / About
Curious, structured, and still learning.
I’m a data analyst graduate candidate based in Vietnam, building a portfolio around practical business questions, messy datasets, and repeatable workflows.
My current work focuses on cleaning data, building reports, automating manual processes, and explaining findings clearly enough for non-technical stakeholders to act on.
Toolkit
- SQL
- Python
- Power BI
- Excel
- Tableau
- Pandas
Experience
Learning through practical work.
2025 — Present
Personal Data Analytics Projects
Independent
Building end-to-end analytics projects focused on reporting, automation, and decision support while strengthening practical skills in SQL, Python, Power BI, and data storytelling.
2024 — 2025
Assistant Accountant
Hands-on accounting work
Supported bookkeeping and ledger review tasks, which helped me understand repetitive finance workflows and inspired practical automation ideas.
Contact
Open to data internship and graduate opportunities.
I’m especially interested in roles where I can learn from real business problems, improve reporting workflows, and keep building practical analytical judgment.
nguyendumyky1410@gmail.comResume
The concise version.
Skills, experience, and selected work packaged for a quick review.