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shengwei-peng/README.md
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🌐   English  ·  繁體中文


👋 About Me

I'm an AI Engineer at Pegatron and a core member of the PEGAAi / PEGAVERSE team — building AI-Native, Agentic-first B2B AI platforms that bridge cloud-native infrastructure (PaaS) and Generative AI applications (SaaS) at enterprise scale.

  • 🤖 Architecting Agentic AI Ecosystems — Designing autonomous Agentic workflows with Tool Use, Agent Skills, MCP, and multi-agent orchestration for high-concurrency enterprise tasks.
  • AI-Driven Engineering — Combining Spec-Driven Development (SDD) & Harness Engineering with AI coding agents (Claude Code · Codex · Copilot) to ship scalable microservices.
  • 🛡️ Production-Ready LLM Infrastructure — Building MLOps pipelines on Kubernetes for scalable LLM deployment, RAG, CI/CD, and SRE-grade reliability.

"AI is the new electricity."Andrew Ng


🏆 Honors & Awards

Year Competition / Award Issuer Result Scale
2025 SinoPac AI GO Competition — Index-Growth Stock Prediction SinoPac Holdings 🥉 4th Place Top 0.5 % · 4 / 868
2025 AI CUP Competition (Spring) — Renewable PV Power Forecasting Ministry of Education, Taiwan 🎖 Honorable Mention Top 1 % · 6 / 934
2024 AI CUP Competition (Fall) — Generative AI for UAV Reconnaissance Navigation Ministry of Education, Taiwan 🎖 Honorable Mention Top 5 % · 7 / 130
2023 Phi Tau Phi Scholastic Honor Society of the R.O.C. — Awarded Only to Top-Ranked Graduates Phi Tau Phi 🎓 Honorary Member
2022 Taiwan Innotech Expo Invention Contest — VR-Based Visual-Field Evaluation Device (Patent) Taiwan Intellectual Property Office (TIPO), MOEA 🥇 Gold Medal Award National
2022 26th Taiwan TDK Robocon — Autonomous UAV Flight Competition Ministry of Education, Taiwan 🏆 Champion National
2022 18th National Electronic Design Creative Competition — AI-Powered AGV for Waste-Collection Navigation & Sanitization National Kaohsiung Univ. of Science & Technology 🏆 Champion National
2022 17th Digital Signal Processing Creative Design Contest — Green Energy & Control Applications Ministry of Education, Taiwan 🥉 Third Place National

💼 Experience & Education

Experience

Sep 2025 – Present
Kaohsiung, Taiwan · On-site
AI Engineer
Pegatron · Full-time
Jul 2024 – Aug 2024
Taipei, Taiwan · On-site
AI Engineer Intern
TrendAI · Internship

Education

Feb 2024 – Jul 2025 Master of Science · Electrical Engineering
National Taiwan University of Science and Technology (NTUST)
GPA 4.3 / 4.3
Feb 2023 – Jan 2024 Master of Science · Graduate Institute of Intelligent Manufacturing Technology
National Taiwan University of Science and Technology (NTUST)
GPA 4.3 / 4.3

🛠️ Tech Stack

🧠  LLM · Foundation Models

🤖  Agentic AI · RAG · Inference Serving

📊  Machine Learning · Fine-Tuning

⚡  AI-Driven Engineering

🐍  Languages

🌐  Backend · API

🎨  Frontend · Web UI

☁️  Cloud · DevOps

📈  MLOps · Observability

🗄️  Databases · Vector · Search · Streaming


📊 GitHub Activity

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activity graph

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💬 Always happy to discuss — AI-Native · LLM · Generative AI · Agentic AI · Multi-Agent · Skills · Harness Engineering · RAG · MCP

Pinned Loading

  1. PV-Power-Generation-Forecasting PV-Power-Generation-Forecasting Public

    A project focused on forecasting solar photovoltaic (PV) power generation using regional microclimate data. Implements machine learning models like CatBoost, LightGBM, and XGBoost for predictions, …

    Jupyter Notebook 20 1

  2. DataDriven-IGBT-Inverter-Modeling DataDriven-IGBT-Inverter-Modeling Public

    This repository contains the code and dataset for the paper "Data-Driven Modeling of Three-Phase IGBT Two-Level Inverter for Electrical Drives using ANNs". The project employs MATLAB to develop and…

    MATLAB 12 2

  3. Chinese-Multimodal-Sentiment-Analysis Chinese-Multimodal-Sentiment-Analysis Public

    Chinese-Multimodal-Sentiment-Analysis is an innovative project that integrates advanced deep learning techniques to analyze sentiments in Chinese language data. Utilizing a sophisticated blend of t…

    Python 11

  4. TOCFL-MultiBench TOCFL-MultiBench Public

    TOCFL-MultiBench: A multimodal benchmark for evaluating Chinese language proficiency using text, audio, and visual data with deep learning. Features Selective Token Constraint Mechanism (STCM) for …

    Python 8

  5. UAV-GenerativeAI-Navigation-Images UAV-GenerativeAI-Navigation-Images Public

    Generative AI for UAV Navigation in Natural Environments. This project utilizes GAN and Diffusion models to generate realistic images of roads and rivers from UAV perspectives.

    Python 7 1

  6. CNC-Predictive-Maintenance CNC-Predictive-Maintenance Public

    A predictive maintenance system for CNC machines using machine learning algorithms to forecast failures and optimize maintenance schedules.

    Python 6 1