• Jan2025 - Current
  University of California, Santa Cruz
  Undergraduate Research Assistant

  Performing research under Dr. Julie Simons on knowledge gaps in foundational calculus and writing classes, and investigating how LLMs can be used to address them in an equitable way Designing a curriculum that encourages Calculus 1 students to use AI as an effective learning tool in a responsible way Analyzing Student sentiment on the effectiveness of LLMs as a tutor, as well as quantitative performance indicators like test scores and grades

• Sep2024 - Current
  University of California, Santa Cruz
  Resident Assistant

  Mentor and resolve conflicts among 48 freshman and continuing student residents to foster a supportive and inclusive living environment, collaborating closely within a team of 40 resident assistants and housing staff to coordinate residential programs. Provide 24/7 on-call support to over 2,500 students, promptly addressing emergencies and immediate concerns, while also developing and implementing community-building programs regularly attended by groups of 20 or more students.

• Jun2024 - Current
  University of California, Santa Cruz
  Undergraduate Research Assistant

  Performing research under Dr. Marcella Gomez, we are studying bacterial germination with the goal of applying control theory to bacterial populations. I am currently working on a data extraction pipeline that leverages the cellpose computer vision model to automate data extraction from microscopy images of germinating bacteria, and feeds cleaned data of the cell characteristics into an LSTM model to predict next frame germination patterns. This project involves image processing, data cleaning, and time series prediction using machine learning techniques. My pipeline is written in Python and the code is available on my GitHub.

• Jun2023 - Current
  Self Employed
  Private Swim instructor

  Teach intensive private swimming lessons to children aged 3-12, focusing on water safety and swimming skills, Improved swimming ability from non-swimmer to safe swimmer within 3 hours of lessons. Managed scheduling and communication with parents, ensuring a positive experience for both children and parents. Developed personalized lesson plans to meet the unique needs of each child, resulting in significant progress in swimming skills and confidence.

• Jun2022 - Sep2024
  City of Pasadena Parks and Recreation
  Senior Lifeguard and Swim instructor

  Previous Roles: Junior Lifeguard (summer 2020) and Lifeguard (summer 2021) Teach swimming to groups of 6–10 children across all 5 Red Cross levels, substantially improving swimming and water safety skills in well over 1000 students Supervise swimmers at a public pool with an average of 200+ swimmers per day, ensuring safety in swimmers Apply first aid and basic life support skills during emergencies, including CPR, Oxygen Administration and wound care, maintaining composure in high-stress environments Collaborate and effectively communicate with a team in a high-stress environments to ensure swimmer safety and successful resuscitation

• PieFi Platform

  An All-in-one start up accelerator platform for founders
• ARO Lab Data Pipeline

  A Customized automated data extraction and prediction pipeline for bacterial germination research
• BenifitFinder

  A Personalized Agent for Finding Government Aid and Benefits
• Conv VAE Weather Model

  Denoising and Autoregressive Conv VAE models for Weather Forecasting
• Calendarize

  An AI powered media to calendar converter

Let's Connect

• github /
• linkedin /
• max@ratcliff.cc