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Sam Lv · 吕瀚贤

AI Agent Engineering · Applied Algorithms · Full-Stack Development

Guangdong, China · mc55232@um.edu.mo · github.com/xiao222xian

Profile

Computer Science graduate and MSc Artificial Intelligence student at the University of Macau. Experience spanning multi-agent research workflows, semiconductor analysis, speech processing, computer vision and cross-platform product engineering. Exploring 2027 graduate opportunities.

Education

University of Macau — MSc Artificial Intelligence, 2025.09–2027.09 (in progress)

South China Agricultural University — BSc Computer Science and Technology, 2021.09–2025.06

Selected Experience

AxiomsTen / SpiroSense — Algorithm Engineer Intern

2026.02–2026.06

Worked on audio enhancement, speaker diarization, transcription, speaker matching and LLM-driven insight extraction. Contributed to pipeline iteration and fragment-level evaluation.

iSoftStone — AI Agent Development Intern

2025.09–2026.03

Developed LangGraph multi-agent research workflows, structured outputs, asynchronous LLM integration and recovery mechanisms. Built graph, keyword and vector retrieval infrastructure for scientific documents.

CEA-Leti — AI Agent & Full-Stack Project Experience

2025.02–2025.06

Developed FirstLook using FastAPI and Vue 3 to connect measurement data, configurable scoring models and analysis views. Built an Azure DevOps audit workflow for requirements, prototype coverage and test evidence.

Institute of Zoology, Guangdong Academy of Sciences — Algorithm R&D Intern

2021.12–2024.01

Worked on outdoor bird and animal recognition, fine-grained classification, taxonomy-assisted recognition, inference APIs and cross-platform applications.

Selected Projects

FirstLook: semiconductor analysis and configurable scoring workbench.

Azure DevOps Audit Agent: structured evidence chains and LLM-assisted review.

Aicoo: contribution to AI product web/mobile experience.

Animal Recognition: model development, evaluation and cross-platform engineering.

Fuyao: native iOS client and AI advising/planning integration.

Technical Skills

Python, C++, Java, JavaScript/TypeScript, Swift · PyTorch, LangGraph, Graph RAG, LoRA, YOLO, Whisper/FunASR · FastAPI, Vue 3, Node.js, SwiftUI · PostgreSQL, Redis, OpenSearch · Docker, Linux, Git, Nginx, Azure APIs.

Selected Recognition

National Silver Award, “Internet+” Innovation and Entrepreneurship Competition; National Third Prize, Challenge Cup Entrepreneurship Competition; animal-recognition patent and software-copyright work; Outstanding Graduate, South China Agricultural University.