Meng Fu Hsiao

* Developed a local Large Language Model (LLM) assistant to automate document review and scoring for the Shott Scale-Up Accelerator Program, achieving over 70% classification accuracy and a mean absolute error around 5%. * Implemented retrieval-augmented generation (RAG) to integrate scoring rubrics and past cases. Findings were presented to Enterprise Hub to guide future adoption of local AI solutions.

* Produced 3 research reports on the European and US markets for various unit trusts for the Head of Investment Products. * Segmented over 120,000 deposit accounts with cluster analysis for promotions, leading to an 8% increase in deposits in 4 months. * Modelled a Python simulation for a fixed deposit bundling program, optimising bid-offer spreads approved by senior management.

* Led a team of 5 to publish an equity research report targeting Li Auto (2015 HK) on LinkedIn within two months. * Developed 3 investment theses and a DCF model for Li Auto, identifying a potential 58% upside. * Analysed the China EV market and conducted financial analysis for Li Auto, covering profitability, growth, and financial health.

* Led a team of 3 interns to collaborate with ITM to negotiate NFT publishing for the Taiwan National Palace Museum. * Analysed NFT markets and industry trends using questionnaires and SPSS, presenting insights to stakeholders for project evaluation. * Generated two operational reports for the co-founders by listing NFTs on the Testnet using ERC-1155 smart contracts on Solidity.