Nathan Lim Email & Phone Number

San Mateo, Ca, Us

San Luis Obispo, California, United States

ISA for CSC445 - Theory of Computation, CSC248 - Discrete Structures under Dr. Mugizi RwebangiraCSC445:Theory of formal languages and automata. Turing machines. Chomsky hierarchy. Theory of decidability and computability.CSC248:Structures of computer science: logic, sets, relations, functions, graphs and trees. Propositional and predicate logic. Applications of predicate logic to preconditions, postconditions, and proof techniques. Complexity of algorithms.

San Luis Obispo, California, United States

Exploring the implementation of Artificial Intelligence, particularly Large Language Models, to aid Cal Poly Computer Science students in course registration, address professor-related queries, and review project proposals and related documents with an emphasis on ethical considerations and social justice. Collaborated with a student research team under the mentorship of Dr. Franz Kurfess.-Conducted experiments involving advanced prompt-engineering techniques and fine-tuned large language models (LLMs) to improve their responses related to ethics and social justice. Prompt-engineering emphasis included focus on addressing key considerations for diverse stakeholders, integrating classical ethical theories such as utilitarianism, deontology, and virtue ethics to ensure nuanced and balanced outputs. Conducted in-depth evaluations of model behavior and biases-Developed and implemented multi-agent AI systems utilizing custom fine-tuned GPT models to significantly improve the quality and depth of AI responses concerning ethics and social justice. These systems were engineered to outperform standard LLMs by integrating specialized agents, each individually focused on specific integral aspects of ethics and social justice. Specialized agents collaborate with one another to collectively produce more robust and context-sensitive outputs in response to complex prompts-Collaborated with a research team to develop an AI web application using a MERN stack (MongoDB, Express, React, Node.js) to host the AI system-Implemented secure user authentication using Firebase and designed role-based access control for assigning permissions within the platform for Cal Poly students and teachers-Built and maintained RESTful API endpoints using Express.js for handling CRUD operations on chat logs, GPT models, and user data

San Mateo, California, United States

-Spearheaded the design and implementation of a robust desktop GUI application built from scratch using Python that automates appointment confirmations, reminders, recalls, and other patient communication tasks, reducing labor hours by 2-4 hours per day and resulting in an annual cost-saving of $5,000 - $20,000.-Harnessed natural language processing (NLP) to analyze patient responses in real-time, integrating Twilio webhooks with AWS Lambda to achieve a 99% reduction in median patient response time-Utilized hyperparameter tuning and iterative training to enhance NLP model performance, achieving >90% accuracy in classifying patient responses and inquiries-Capitalized on APIs and Cloud Services from Google and AWS to facilitate a centralized SQL database and communication endpoint, creating the ability to port remote updates and ensuring the seamless, synced operation of the application across all office terminals. -Orchestrated a full redesign of the office's website to elevate the office's online presence (huidental.com). Increased new patient registration by ~10% per month by employing a new interactive design that allows patients to seamlessly request appointments online. Utilized HTML, CSS, JavaScript, and Bootstrap 5.

San Luis Obispo, California, United States

Substitute violinist with the San Luis Obispo Symphony.

San Mateo, California, United States

Kumon Math and Reading Center of San MateoProvided tailored assessments and instructional support to students across various age groups. Managed comprehensive records and reported on each student's developmental milestones and achievements.

Blended B.S. + M.S., Computer Science, Concentration In Ai & Ml · Minor In Music

Valedictorian