Automation & Data
Small Python workflows that turn repetitive file and data tasks into repeatable outputs.
- Python automation
- CSV/Excel processing
- Cleaning and validation
- Reporting
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Anh N. · Hanoi, Vietnam
Python Developer for Automation, APIs & Data Work
Automation · APIs · Data Processing · Web Scraping
I help businesses automate repetitive work, process data, connect APIs, and build practical Python tools.
Services
Python tools for repetitive business workflows.
APIs & Backend
Practical services that receive data, apply business rules, and pass useful results to the next step.
- REST APIs
- Webhook workflows
- FastAPI/Flask utilities
- API-to-file/data workflows
Web Scraping & Extraction
Public web data collection with structured outputs that are ready to review or reuse.
- Public data extraction
- HTTP/browser automation
- CSV/Excel outputs
- Change monitoring when appropriate
Projects
Projects with real outputs.
Each project links to its public source and shows output produced by the project itself.
Actual monitoring report + demo execution
Python Web Scraping & Data Extraction Pipeline
Collects and monitors public web data, tracks changes, and exports structured CSV/Excel reports.
- Static and JavaScript-rendered extraction
- Configurable selectors and normalization
- Historical product snapshots
- Price and availability change detection
- CSV and formatted Excel exports
Actual FastAPI endpoints + Excel export
Python Webhook & API Automation Service
Processes incoming webhook data, prevents duplicates, integrates external APIs, and produces structured outputs.
- Input validation and normalization
- Database-level duplicate protection
- External API retry/timeout handling
- REST endpoints and filtering
- CSV and Excel export
Actual generated Excel report
Automated Sales Report Generator
Transforms raw sales CSV data into cleaned datasets, business KPIs, analytics, and formatted Excel reports.
- Cleaning and validation
- Duplicate handling
- KPI calculation
- Product and monthly analysis
- Excel reports and charts
Tools
Tools I work with.
- Core
- Python · SQL · JSON
- Data
- pandas · Excel · openpyxl
- APIs
- FastAPI · Flask · REST APIs
- Scraping
- httpx · BeautifulSoup · Playwright
- Database
- PostgreSQL · SQLite · SQLAlchemy
- Testing
- pytest
About
How I Work
I build small Python tools for repetitive, testable business workflows.
I focus on automation scripts, spreadsheet workflows, API integrations, public-data extraction, and lightweight backend utilities.
I prefer solutions with clear inputs, clear outputs, and results that can be tested before delivery.