Research Assistant at JWCLab

Designed and implemented scalable data pipelines using Python, SQL, and AWS to process large research datasets, reducing processing time by approximately 35%. Developed probabilistic algorithms (particle filters, KLD sampling) for real-time data processing in robotics navigation systems, improving localisation accuracy. Built early-stage RAG pipelines integrating Large Language Models (LLMs) to automate document extraction and insight generation across complex research workflows. Applied cloud-based architecture on AWS to optimise data workflows for performance, reliability, and scalability across distributed research environments.

Software Engineer at Toripu

Built full-stack applications using React.js, Node.js, and TypeScript with a focus on backend architecture; designed RESTful APIs supporting thousands of daily active users. Contributed to scalable system design ensuring maintainability and extensibility of core platform services; collaborated in Agile teams across the full SDLC from design to deployment.