Cadence Loh

Experience

Industry/Research

Agentic AI Intern · Sweden Startup Next, Stockholm

Jun. 2026 — Aug. 2026

  • Used Claude Code to accelerate redevelopment of a Node.js/Supabase reporting platform, building reusable skills to automate repetitive implementation and debugging workflows
  • Designed a tool-augmented multi-agent code review workflow using specialized agents for frontend, backend, database, and security analysis, enabling parallel review across the stack
  • Developed reusable Claude Code skills to automate repetitive development workflows, reducing manual intervention in routine coding and debugging tasks

Robotics Research Intern · DSO National Laboratories, Singapore

Apr. 2025 — Jul. 2025

  • Compared two state-of-the-art pose estimation models, FoundationPose and MASt3R, for a self-balancing robot
  • Integrated Segment Anything Model and GroundingDINO for automatic, language-prompted object mask generation
  • Reduced model sizes by over 10% to run on CPU

Cryptography Research Intern · DSO National Laboratories, Singapore

Nov. 2022 — Dec. 2022; Nov. 2023 — Dec. 2023

  • Developed a dynamic programming algorithm to conduct frequency analysis on partially known data derived from SQL search queries.
  • Implemented four state-of-the-art volume-hiding searchable encryption schemes and improved storage and query volume by an average of 30% across all schemes; awarded Bronze at the Singapore Science and Engineering Fair.

Teaching

CS70 Tutor · University of California, Berkeley

Aug. 2026 - Present

  • Part of Course Staff for CS70: Discrete Mathematics and Probability Theory

CSM Mentor · Computer Science Mentors, UC Berkeley

Jan. 2026 - Present

  • Held weekly small-group women affinity section for CS61A, teaching and guiding students towards learning new content for CS61A, the introductory CS class at UC Berkeley
  • Created and organised worksheet problems for review sessions

PiE Mentor · Pioneers in Engineering, UC Berkeley

Jan. 2026 - May 2026

  • Mentored a team from Arroyo High School as part of Pioneers in Engineering, which provides Robotics competition experience to high schools in the Bay Area
  • Guided students in building principles and fundamental Python

Robotics Instructor · Raffles Girls' School (Secondary)

Jan. 2025 - Apr. 2025

  • Mentored a four-person team in RoboCupJunior Soccer Lightweight to build two robots to play soccer autonomously using Raspberry Pi Pico microcontrollers, programming using Arduino IDE, in C
  • Guided students in basic hardware skills, including soldering, 3D modeling and PCB design
  • Team achieved 1st place locally in Singapore Open, qualifying to represent Singapore at world championship

Skills

Languages

  • Python
  • C++
  • Java
  • JavaScript
  • SQL

ML/AI

  • PyTorch
  • Hugging Face
  • Ollama

Systems/Dev

  • Docker
  • Kubernetes
  • Git
  • Conda

Web

  • Node.js
  • Supabase
  • Streamlit

Agentic Tools

  • Claude Code
  • Codex