AI R&D Intern · LargitData
2025 – PresentTaipei, Taiwan
Building production AI systems: RAG chatbots with OCR/ASR, text-to-SQL BI assistants with auto charting, and MCP-integrated AI agents.
RAGLLMsDjangoPostgreSQLMCP
Personal Website
Kenneth Zhang
Software engineer and ML practitioner working on RAG systems, text-to-SQL, and multimodal pipelines. I like building things that sit between research and production — tools that people actually use — and I occasionally ramble about movies, books, and music.
Hsinchu / Taipei, Taiwan
Work
Internships, research, and teaching roles
Research Assistant · CGV & MIS Lab, NTHU
2024 – PresentHsinchu, Taiwan
Working on multimodal sports analytics: player search from audio + faces and transformer-based sports highlight detection.
Computer VisionWhisperTransformersSports Analytics
Research Assistant · AINS Lab, NTHU
2025Hsinchu, Taiwan
Delivered LLM fine-tuning workshops and co-authored work on temporal correlation in large vision-language models.
LLMsFine-tuningVLMs
Teaching Assistant · Intro to Programming, NTHU
2025 – PresentHsinchu, Taiwan
Designed projects, supported lectures, and helped students build solid programming fundamentals.
TeachingPythonCS Fundamentals
Projects
Selected things I've built or shipped
QubicX – Multimodal AI Assistant
2025Desktop-like assistant that manages knowledge bases with RAG, plus OCR and ASR pipelines for documents, screenshots, and audio.
RAGLlamaIndexDjangoPostgreSQLWhisper
Wisbi – ERP AI Assistant
2025Text-to-SQL assistant for ERP systems, combining RAG feedback loops with automated chart generation for self-service BI.
Text-to-SQLDjangoPostgreSQLLLMs
Detect AI-Generated Text
2024Ensemble transformer classifier to detect AI-generated text, reaching 97.6% on a Kaggle benchmark.
TransformersPyTorchPEFT
Virtual Try-On App
2024Mobile virtual try-on experience using image stitching, built with Flutter and a cloud backend.
FlutterFirestoreGoogle Cloud
Reviews
Book — The Pragmatic Programmer
2025Notes on craftsmanship, communication, and practical heuristics that aged surprisingly well.
BookCraft
Film — Poor Things
2024Wild, maximalist, and tender. Design language and score are a playground.
FilmDesign
Album — boygenius: the record
2023Rich harmonies with quietly devastating lyrics. On repeat while coding.
AlbumIndie
Media
Talk — Building Practical RAG Systems
2025An opinionated overview of retrieval, chunking strategies, and evaluation with LLM-as-judge.
TalkRAG
Post — Text-to-SQL with Feedback Loops
2025From schema linking to guardrails: turning one-off queries into reliable assistants.
PostText-to-SQL
Demo — Multimodal Notes Inbox
2024OCR + ASR pipeline to turn screenshots and voice memos into searchable notes.
DemoMultimodal