Portfolio / Taiwan

Hi, I'mMichelle Lin

Automation Developer

6+ years in supply chain and manufacturing operations.

Now I build the Python tools that replace the manual work I used to do myself.

View case studiesGet in touch
Pawer Bank
PYTHON  •  OCR  •  FLASK  •  PWA  •  POWER BI  •  BOM COST ANALYSIS  •  RFQ  •  CLOUD SCHEDULING  •  PROCESS AUTOMATION  •  SERVERLESS  •  SUPPLY CHAIN  •  PYTHON  •  OCR  •  FLASK  •  PWA  •  POWER BI  •  BOM COST ANALYSIS  •  RFQ  •  CLOUD SCHEDULING  •  PROCESS AUTOMATION  •  SERVERLESS  •  SUPPLY CHAIN  • 
// About

Taiwan's Tier 1 automotive electronics industry.

  1. Breaking down complex problems and managing process automation
  2. Turning messy SOPs into systematized processes
  3. Building automation systems from zero to one
RFQ/RFI BOM/NRE Cost Analysis Power BI Reporting
// Services
Custom automation tools
Python, OCR, cloud-scheduled pipelines, document and report generation.
Full-stack tools & dashboards
Flask, Power BI, PWA, non-technical-friendly data management.
Cost Structure & Margin Advisory
BOM/NRE cost modeling and client price negotiation for manufacturing programs.
// Case studies
Site-Survey Report
Automation Tool
PythonOCRDesktop App
80%
OF WORKING HOURS SAVED
Turns a stack of site-survey photos into a client-ready report the same day. Frees up the hours the installer used to spend formatting slides by hand.
Pawer Bank —
Dog Adoption Platform
FlaskFull-StackDashboard
Ready to use
NO TECH BACKGROUND NEEDED
Lets the team list, update, and manage adoptable dogs on their own, with zero training and no dependency on a developer.
Illustrative Power BI dashboard — placeholder data, not client data
Cost Structure & Margin Advisory
BOM AnalysisNRE EstimationClient Negotiation
6+ yrs
ODM-SIDE ACCOUNT LEAD, MAJOR OEM PROGRAM
Illustrative Power BI dashboard example — not client data
Most cost analysts hand off the spreadsheet. I'm the one who carries it through every round of negotiation to a signed price.
Read the full story
Pre-Market Briefing Automation System — preview coming soon
Pre-Market Briefing
Automation System
PythonCloud SchedulingMulti-Channel Push
Fully Automated
ZERO MANUAL STEPS
Every trading day, before the market opens, chip data, news, and cross-market signals are pulled, filtered, and pushed out automatically. No manual checking, no missed mornings.
Delivers a decision-ready snapshot of overnight market conditions before the trading day starts. No manual scanning across scattered data sources required.
Trip Planning & Expense Collaboration App — preview coming soon
Trip Planning &
Expense Collaboration App
PWACloud SyncExpense Splitting
Real-Time
ALWAYS IN SYNC
Compare and lock in accommodation with self-service candidate additions, split multi-currency expenses automatically, pack with two independent checklists, and pull real-time weather and flight status, all synced instantly across two phones, no spreadsheet required.
Removes the back-and-forth of trip logistics. Accommodation decisions, shared costs, and packing lists stay synced and current for both travelers, without either person chasing the other for updates.
Read the full story
// Contact
Let's talk about what you need automated.

Available for freelance projects, working across time zones.

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