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shengwei-peng/README.md
Sheng-Wei (Ken) Peng — Senior AI Engineer at Pegatron

Senior AI Engineer at Pegatron · Building AI-Native, Agentic Systems, Generative AI

LinkedIn Email Pegatron × NVIDIA GitHub followers

🌐   English  ·  繁體中文


👋 About Me

I'm a Senior 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 to power high-concurrency, mission-critical enterprise tasks at scale.
  • ⚡ AI-Driven Engineering — Combining Spec-Driven Development (SDD) & Harness Engineering with AI coding agents (Claude Code · Codex · Opencode) to ship scalable, traceable microservices with high velocity and quality.
  • 🛡️ Production-Ready LLM Infrastructure — Engineering LLMOps pipelines on Kubernetes for scalable LLM deployment, RAG, CI/CD, SRE-grade reliability, and ISO 42001 Responsible AI governance at enterprise scale.

"AI is the new electricity." — Andrew Ng


🏆 Honors & Awards

Competition / Award Issuer Result Scale
2025 SinoPac AI GO Competition — Index-Growth Stock Prediction SinoPac Holdings 🏅 4th Place Top 0.5 % · 4 / 868
2024 AI CUP Competition (Spring) — Renewable PV Power Forecasting Ministry of Education, Taiwan 🎖 Honorable Mention Top 1 % · 6 / 934
2024 AI CUP Competition (Autumn) — Generative AI for UAV Reconnaissance Navigation Ministry of Education, Taiwan 🎖 Honorable Mention Top 5 % · 7 / 130
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 · TDK Corporation 🏆 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

Aug 2026 – Present
Kaohsiung, Taiwan · On-site
Senior AI Engineer
Pegatron · Full-time
Sep 2025 – Aug 2026
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

⭐  Core

Agentic AI Agent Skills MCP RAG vLLM Python Rust FastAPI Kubernetes PostgreSQL Milvus

Also worked with  ·  full stack

🧠  LLM · Foundation Models

OpenAI Claude Gemini Grok Llama Mistral Qwen DeepSeek GLM Kimi Hugging Face

🤖  Agentic AI · RAG · Inference Serving

MCP Agent Skills Function Calling Multi-Agent LangChain LangGraph RAG vLLM Ollama

📊  Machine Learning · Fine-Tuning

PyTorch TensorFlow LoRA PEFT XGBoost LightGBM scikit-learn OpenCV NumPy pandas

⚡  AI-Driven Engineering

Spec-Driven Development Harness Engineering Agentic Engineering AI-Native Claude Code Opencode OpenAI Codex

🐍  Languages

Python Rust TypeScript JavaScript C++ C Go MATLAB Bash SQL

🌐  Backend · API

FastAPI Pydantic SQLAlchemy Alembic Django Node.js gRPC WebSocket GraphQL asyncio pytest

🎨  Frontend · Web UI

React Next.js TanStack Query (React Query) Tailwind CSS shadcn/ui Vite Vitest Playwright WCAG 2.2 Accessibility (a11y) Streamlit Gradio

☁️  Cloud · DevOps

Kubernetes Helm Docker AWS Azure GCP MinIO GitHub Actions GitLab CI/CD

📈  MLOps · LLMOps · Observability

LangFuse Prometheus Grafana OpenTelemetry Loki ELK Stack MLflow W&B Kubeflow Airflow

🗄️  Databases · Vector · Search · Streaming

PostgreSQL Oracle MongoDB Redis Milvus pgvector Neo4j Elasticsearch ClickHouse Apache Kafka


📊 GitHub Activity

GitHub contribution activity graph


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

Email LinkedIn

Pinned Loading

  1. typeshuttle typeshuttle Public

    Paste into browser-based remote desktops that block the clipboard: a Chrome/Edge extension that types text and files for you.

    JavaScript 1

  2. awesome-ai-papers-zh-tw awesome-ai-papers-zh-tw Public

    每日最新 AI 研究論文 × 繁體中文深度翻譯 | Daily AI research papers (LLM · CV · RL · Multimodal) automatically translated into Traditional Chinese with deep analysis, Q&A, and practical implementation guides.

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    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