Hsiang-Shun Shih Email & Phone Number

Irvine, CA, US

Taoyuan City, Taiwan

• Fine-tune a Large Language Model(LLM) for Adlink's products using QLoRA, aiming to create a Document-Based Question Answering System with the state-of-the-art open source Mistral model. 720 datasheets for company.
• Implement… Show more
• Implement Retrieval Augmented Generation(RAG) and Model Branching for LLM, integrating the Mistral model with the LangChain framework for Adlink products comparisons and porting user queries to appropriate models. Show.

Irvine, California, United States

• Supervised by Professor Phillip Sheu, research topic mainly lies in graph theory, including random graph sampling which maintains shortest path properties, influence maximization problem in a colored network, s
• Aimed to derive a statistical sampling that given a set of shortest path property and evenly sample all the possible graphs.
• Derived a guaranteed 1 - 1/e prediction lower bound of greedy algorithm of influence maximization, proved monotonicity and sub-modularity properties… Show more
• Derived a guaranteed 1 - 1/e prediction lower bound of greedy algorithm of influence maximization, proved monotonicity and sub-modularity properties for the influence function of a new influence diffusion model. Show.

Redwood City, California, United States

• Aimed to achieve Zero-downtime Orchestration during service mesh upgrading for Kubernetes. Utilize service mesh metadata, which includes artifacts compatible with connection descriptions, to perform compatibility checks.
• Implemented a Golang solver to check the compatibility result and generate a upgrading plan by DFS heuristics regarding Manhattan distance, which can traverse possible artifact-to-service assignment in the service.
• Implemented a Golang solver to check the compatibility result and generate a upgrading plan by DFS heuristics regarding Manhattan distance, which can traverse possible artifact-to-service assignment in the service.

Taichung City, Taiwan

• Developed a Full Stack web project which aims to generate Rank Margining Tool(RMT) report and display it though web browser based on the extraction results from the back-end server command line tool is implemented..

Taipei, Taipei City, Taiwan

• A Ministry of Science and Technology program, supervised by Professor Mao-Chao Lin. Implemented different A* algorithm optimization method, stimulated the decoding process and the bit error ratio through C++.

Doctor Of Philosophy - Phd, Computer Engineering

Bachelor Of Science - Bs, Electrical Engineering