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Richard Huang
Looking for a jobAI Engineering Research Assistant
AI Engineer building multi-agent LLM systems, including a LangGraph trading research pipeline with point-in-time backtesting.
United KingdomAI Engineering Research Assistant at Socratic RAG Tutoring System for R for Data Science
Experience
AI Engineering Research Assistant
Architected and developed a full-stack RAG tutoring system in R/Shiny, integrating GPT-4o-mini with embedding-based vector retrieval. Productionised the application as a containerised service using Docker and Shiny Server, and conducted load and concurrency testing for up to 100 simultaneous users.
RShinyGPT 4o MiniRAGDuckDBDockerStructured loggingClaude CodeTesting
Junior Research Assistant
Collaborated within a large multidisciplinary team to develop weakly-supervised models on annotated pre/post-flood satellite images. Reviewed causal generative literature and collaborated with senior researchers to debug causal disentanglement failures.
Machine LearningData EngineeringCausal InferenceModel Evaluation
Education
University College London (UCL)
MSc Computational Statistics and Machine Learning with Distinction.
The University of Edinburgh
BSc (Hons) Mathematics and Statistics with Upper Second Class (2:1).