DEVELOPER · CONSULTANT · EDUCATOR
Solving annoyances
with code
Building automation, AI integrations, and tools that eliminate repetition. Data Scientist & AI Engineer — Uppinote.
Services
AI Consulting
Strategic consulting to integrate AI into your business processes. Analyzing data infrastructure and designing AI adoption roadmaps.
- Data Infrastructure Audit
- Feasibility Analysis
- Step-by-step Roadmap
MVP Development
Rapid full-stack development to validate your ideas. Building scalable MVPs with Next.js and modern AI tools within weeks.
- Rapid Prototyping
- Full Stack Development
- Scalable Architecture
Tech Training
Specialized training for corporate teams and students. Covering practical AI engineering to full-stack development.
- Custom Curriculum
- Hands-on Workshops
- Code Review Sessions
Projects
n8n Migration & Sharing Platform
LLM Agent automation platform for closed-network environments with SSO-based access and workflow sharing.
RAG Technical Doc Chatbot
LLM chatbot for internal documents with Vector DB storage and optimized retrieval for improved knowledge utilization.
Text2SQL Data Collection System
AI Agent converting natural language to SQL across 100+ distributed databases using LangGraph & FastAPI.
Inline Monitoring System
Real-time quality anomaly detection with per-process dashboard visualization.
Daily Defect Analysis Automation
Automated daily engineer routines with YOLO-based Particle Map classification and condition-based defect extraction.
Psychological Assessment Platform
Big Five personality test web prototype. Test flow, result analysis (T-score/percentile), PDF report, admin dashboard.
Claude Dashboard
Claude Code statusline plugin. Monitor context usage, API costs, performance. 30+ modular widget system.
Obsidian Auto Note Importer
Bidirectional Airtable ↔ Obsidian sync plugin with field mapping, conflict resolution, and template system.
Project Management Tool
Jira alternative for sprint management. Deployed internally, iterating.
HR SaaS Platform
Service name and details undisclosed.
Blog & SNS Automation
Content pipeline that transforms Ghost blog posts with AI and distributes across multiple channels.
Remotion Video Automation
Automated video generation pipeline converting blog content to YouTube videos using Remotion + TTS.
Chrome Extension
Browser-based productivity tool. Service name and details undisclosed.
AI Content Analysis Extension
AI-powered web content analysis tool. Service name and details undisclosed.
Tech Stack
LANGUAGES
- Python
- TypeScript
- SQL
- R
FRONTEND
- Next.js
- React
- Flutter
- Streamlit
- Dash Plotly
BACKEND
- FastAPI
- Flask
- PostgreSQL
- Trino
- Clickhouse
AI & DATA
- LangChain
- LangGraph
- PyTorch
- Scikit-learn
- XGBoost
- YOLO
- Milvus
- SHAP
- OpenCV
- Pandas
DEVOPS
- Docker
- Linux
- Nginx
- n8n
- Git
- GitHub Actions
Experience
Semiconductor Industry
Data Scientist / AI Engineer
Leading AI projects and data analysis in manufacturing.
- Developed RAG-based chatbot for technical documentation search
- Built internal AI Agent automation platform (n8n migration)
- Conducted 15+ AI/Data projects including image processing and inline monitoring
Semiconductor Industry
Data Analyst & System Engineer
Process data analysis and system optimization.
- Analyzed customer yield factors and data augmentation strategies
- Established AI/DT project operation processes
- Developed FDC system enhancement roadmap
Semiconductor Industry
Process Engineer (CMP)
CMP process engineering and quality improvement.
- Reduced defect rate by 0.32% through data-driven process improvement
- Optimized cleaning recipes and consumable lifecycles
- Analyzed polishing pad failure mechanisms
Tech Blog
FAQ
What types of projects do you work on?
I work on AI consulting, MVP development, data pipeline construction, and internal automation projects. Regardless of scale, we start with a consultation to define the right scope together.
Do you work remotely?
Yes, I primarily work remotely. On-site meetings are available when needed. I communicate in real-time via Slack, Notion, and GitHub throughout the project.
How long does a typical project take?
MVPs typically take 4-8 weeks, and consulting engagements run 2-4 weeks. Timelines vary by complexity and are aligned during the initial meeting.
What format are the tech training sessions?
I offer custom corporate workshops (online/offline), 1:1 code review sessions, or regular study group formats. Curriculum is designed to match participant skill levels.