Python
JOAKIM H. NGUYEN
San Diego,CA
Summary
Emerging AI engineer with 5 years of practice and a passionate for programming and automation. Strong background in mathematics, neuroscience, and hefty amounts of core sciences.
Overview
6
6
years of professional experience
8
8
years of post-secondary education
Work History
Learning Facilitator
University Of Texas At Austin
Austin, TX
01.2025 - Current
- Facilitating the course, AI in Healthcare, through online discussion board, office hours, grading, and supplemental duties for 400+ graduate students.
- Identified areas in need of improvement and implemented solutions to the course.
Machine Learning Engineer
NanoMood
San Diego, CA
01.2024 - 09.2024
- Developed robust and scalable machine learning framework for bio-signal processing using MLflow and inspired by Lightning-Hydra-Template for deep learning adapted to scikit-learn.
- Optimized ML models predicting sleep states at 70%-95% accuracy using heartrate variability (HRV).
- Developed theoretical framework of multimodality research incorporating ML models with LLMs submitted as a grant proposal.
- Supervised a team of three Data Scientists to accomplish shifting goals/tasks.
Data Entry Intern
California Homebuilding Foundation
San Diego, CA
11.2023 - 02.2024
- Ensured accurate data entry into homebuilding and construction database to maintain data integrity and consistency.
- Supported team members with timely and accurate data entry, enabling them to focus on higher-level tasks.
Private Math Tutor
Self-employeed
San Diego, CA
08.2019 - 05.2023
- Established good study habits by encouraging students to attempt homework first before consulting help from external sources.
- Developed strong rapport with students, creating a comfortable learning environment conducive to academic success.
Data Science & AI Intern
Axaitech
Cape Town, South Africa
07.2022 - 09.2022
- Trained and validated predictive analytics models using machine learning incorporating bus ticket data and temporally corresponding Uber data in 2 weeks.
- Partnered with an international team and working closely to interpret liquid biopsy data, leading to potential breakthroughs in classifying and screening for 7 distinct cancers using scikit-learn models.
Geometry Teacher
Duc Dinh Center Iq Enterprise
Houston, Texas
06.2019 - 09.2021
- Taught course of high school geometry in 10 weeks.
- Assessed submitted class assignments, determined grades and reviewed work with struggling students to boost success chance.
Shadow Pediatrician
FamilyCare Pediatrics
01.2019 - 01.2020
- Mentored about fundamentals in medicine and pediatrics from physician's perspective.
- Assessed treatment plan given limited medical symptoms of diverse range of conditions.
Education
Bachelor of Science - Cognitive Science
University of California
La Jolla, CA 09.2018 - Current
Master of Science - Artificial Intelligence
University of Texas At Austin
Austin, TX 01.2024 - Current
Software
Java
C
SQL
Accomplishments
Python
- Personal project creating a scalable bot that does online spelling and vocab quizzes.
- Personal project creating a mathematical algorithm to classify geometric shapes based on control points.
Data Analytics/Science
- Wrote a data-driven paper about the connections between the pandemic and Spotify music taste with a team.
Neural Data Science
- Worked on 2 projects to predict waveforms and features with research participant’s nap EEG recordings using Python LISC and MNE libraries.
Neural Networks
- Applied machine learning fundamentals using TensorFlow for computer vision in reading crinkled and stained paper.
Web Developer
- Learned Django, a Python web-app framework, basics in 1 week.
- Personal project developing a web app for documenting dreams, inspired by cousin’s personal dream diary.
- Literate in HTML and CSS.
Languages
English
Native or Bilingual
Spanish
Limited Working
Vietnamese
Elementary
Timeline
Learning Facilitator
University Of Texas At Austin
01.2025 - Current
Machine Learning Engineer
NanoMood
01.2024 - 09.2024
Master of Science - Artificial Intelligence
University of Texas At Austin
01.2024 - Current
Data Entry Intern
California Homebuilding Foundation
11.2023 - 02.2024
Data Science & AI Intern
Axaitech
07.2022 - 09.2022
Private Math Tutor
Self-employeed
08.2019 - 05.2023
Geometry Teacher
Duc Dinh Center Iq Enterprise
06.2019 - 09.2021
Shadow Pediatrician
FamilyCare Pediatrics
01.2019 - 01.2020
Bachelor of Science - Cognitive Science
University of California
09.2018 - Current
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