Long Hui

Hong Kong | +852 9283 5711 | longhui@berkeley.edu | github.com/Longhuiberkeley | linkedin.com/in/longhui1996

Profile

Experience

Sky Long AI Company Limited, Hong Kong

2024 – Mar 2026

Founder / Product Lead

  • Led product development of medical AI software as founder — owning requirements, roadmap, and client delivery end-to-end
  • Scoped all projects around business ROI before committing engineering resources; shipped a bone-density prediction system replacing DXA scans
  • Built and managed agentic AI workflows (using Claude Code) for automated data processing — hands-on technical ownership
  • Published 3 research papers on applied healthcare AI methodologies

Intron Technology (China) Limited, Shanghai

2018 – 2024

Software Engineer / Process Engineer

  • Applied data-centric AI and conformal prediction methods to improve model reliability
  • Led development of SLAM and multi-object tracking systems from prototype to integration
  • Established SOPs and process standards across a 50-person department, improving development culture and compliance
  • Designed test strategies and built simulation environments (UNREAL Engine) for system validation

Picidata, Guangzhou

2016 – 2018

Project Manager

  • Led a team of 5 data analysts delivering customized business solutions using data mining
  • Served as primary client liaison, translating business needs into prioritised technical requirements
  • Managed end-to-end project delivery using structured workflows, backlog prioritisation, and issue tracking

Skills

Project & Product Management
End-to-end product lifecycle, Agile, SOP development, stakeholder management, requirements translation, AI adoption consulting
AI & Automation
Generative AI, agentic pipelines, computer vision, RPA, OCR, model development (PyTorch, YOLO, XGBoost)
Software & Cloud
Python, JavaScript/Next.js, Supabase, AWS, GCP, Git
Languages
English, Cantonese, Mandarin (fluent)

Education & Certifications

University of California, Berkeley

B.A. Applied Mathematics — graduated at age 19

intacs Certified Provisional Assessor

Automotive SPICE