Nathan Lim

Nathan Lim Email and Phone Number

Graduate Researcher – Agentic AI | Cal Poly EIL and GPJ Experience Marketing @ California Polytechnic State University-San Luis Obispo
San Mateo, CA, US
Nathan Lim's Location
San Mateo, California, United States, United States
About Nathan Lim

Hello! I am a current software engineer at Hui Dental Group of San Mateo and am currently studying computer science at California Polytechnic State University, San Luis Obispo.

Nathan Lim's Current Company Details
California Polytechnic State University-San Luis Obispo

California Polytechnic State University-San Luis Obispo

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Graduate Researcher – Agentic AI | Cal Poly EIL and GPJ Experience Marketing
San Mateo, CA, US
Employees:
95
Nathan Lim Work Experience Details
  • California Polytechnic State University-San Luis Obispo
    Graduate Researcher – Agentic Ai | Cal Poly Eil And Gpj Experience Marketing
    California Polytechnic State University-San Luis Obispo
    San Mateo, Ca, Us
  • Cal Poly College Of Engineering
    Instructional Student Assistant
    Cal Poly College Of Engineering Sep 2024 - Present
    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.
  • Cal Poly College Of Engineering
    Undergraduate Researcher - Ai For Ethics And Social Justice
    Cal Poly College Of Engineering May 2024 - Sep 2024
    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
  • Hui Dental Group
    Software Engineer
    Hui Dental Group Jul 2022 - Present
    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 Symphony
    Violinist
    San Luis Obispo Symphony Mar 2024 - Present
    San Luis Obispo, California, United States
    Substitute violinist with the San Luis Obispo Symphony.
  • Kumon North America, Inc.
    Senior Staff Instructor
    Kumon North America, Inc. Aug 2021 - Dec 2021
    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.

Nathan Lim Education Details

Frequently Asked Questions about Nathan Lim

What company does Nathan Lim work for?

Nathan Lim works for California Polytechnic State University-San Luis Obispo

What is Nathan Lim's role at the current company?

Nathan Lim's current role is Graduate Researcher – Agentic AI | Cal Poly EIL and GPJ Experience Marketing.

What schools did Nathan Lim attend?

Nathan Lim attended California Polytechnic State University-San Luis Obispo, Aragon High School.

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