Eiji Sunagawa

About the Candidate

EIJI SUNAGAWA
BS PHYSICS | AI MODEL
ENGINEER
Bacoor City
(+63)956-159-2385
[email protected]

OVERVIEW
I’m Eiji Sunagawa – an artist and a technology enthusiast – my love for math and computation has
led me to obtain a degree in Physics. I work as an AI model engineer. My primary skills are Python
programming, agentic programming, AWS, SQL and MongoDB, and BPMN. I have built AI
agents, RAG workflows, and APIs. I have worked as a student journalist and a freelance digital
illustrator as well where I can bring out my more creative side. I can bring creative and analytical
thinking into the table.

EDUCATION

De La Salle University – Manila | 2024
Graduate | B.Sc. in Physics with
Specialization in Materials Science |
Outstanding Thesis Award | 3.391
GPA
Shekinah Christian Training Center |
Valedictorian | Best Thesis |
Secondary Education
Southville International School and
Colleges | Primary Education

SKILLS
Python Programming
MATLAB Programming
Jira
Camunda BPMN
MongoDB
SQL
AWS
Bedrock
Knowledge Bases
S3 and S3Vectors
IAM
Machine learning (CNN, YOLO, PyTorch)
MS Office Products
Data analysis (Excel/VBA, Python, SQL)
Arduino electronics and programming
Web-dev (HTML, CSS, Javascript)
Physics and chemistry laboratory
Research (academic and marketing)
Writing (academic and articles)
Communications and presentations

EXPERIENCE

Trax Retail (now FORM) | July 2025 – Present | ModelOps AI Engineer
Job Description: An AI engineer specialized to investigate and develop solution to production
models as well as develop automated workflows to streamline processes.
Main Skills: Python, Camunda BPMN, AWS (Bedrock, S3, S3Vectors), RAG, MongoDB, SQL,
Claude, Jira ticketing, dashboards
Responsibilities and achievements:
Developed an AI Agent via AWS and BPMNs
Developed APIs to streamline processes
Developed and improved on BPMNs to streamline processes
Acted as an SME for AI models and their metrics
Fixed bugs and model issues in production

Pythos Technology Inc. | January 2025 – July 2025| Engineer
Job description: A multi-faceted engineer for research and development of projects beginning
from the raw materials engineering to the quality control using custom-made software.
Goshen Grains Trading | 2023 – Present| Data Analyst | Part-time
Job description: Develop a automated system for financial data in excel and update data.
Using VBA, I created an automated system for financial data tasks like summarizing and
statistical functions.
Using my system, I receive input data and regularly update the “master” data.

Pythos Technology Inc. | 2023 | Intern
Primary programmer for an image processing software.
Created weekly reports and a final technical report write up.
Created a simple machine learning image recognition software using KMeans and UNet image
segmentation.

The LaSallian | DLSU | Media Organization | 2020-2024 | Vanguard Staffer
Wrote up articles related to science and technology.
Covered live events (virtual and onsite)
Participated in storyboarding
Sourced leads for interviews.
Coordinated with artists and photographers for the visuals of articles.
Performed editing and proofreading.

DLSU Physics Society | 2020 | Junior External Officer
Helped the external affairs branch in documentation and lead generation for
projects and programs.
DLSU Physics Society | 2021-2022 | Executive Vice President for Externals
Project head for projects and collaborations with external partners.
Performed administrative tasks.
Acted as a leader to the junior team.
Sourced leads for potential partners.
Set up seminars or talks.

EXPERIENCE (PROJECTS)

DLSU Research | Undergraduate Thesis | 2023-2024
Worked in a materials science laboratory.
Conducted extensive research.
Worked with a vacuum infiltration system.
Worked with typical chemistry glassware and other laboratory materials.
Worked with resin.
Worked with chemical (mixing, reactions, and disposal)
Performed UV-Vis Spectroscopy.
Performed mechanical testing.
Utilized excel and python for data analysis and visualization.
MATLAB Philippine bill foreign marks detection algorithm | Project | 2022
Created an image processing algorithm that scans any peso bill and singles
out and counts foreign marks.
MATLAB Twitch Social Network visualization | Project |2022
Created a visual graphic of the Twitch.tv social network using MATLAB and
the principles of game theory.
Python Linear Regression of Black Friday Sales data | Project | 2023
Analyzed a large Black Friday sales dataset.
Obtained regression results and plots.
Utilized Matplotlib, Pandas, Scikit, NumPy, and Seaborn
MATLAB and Python Physical Systems modelling | Projects | 2023
Modelled physical systems using MATLAB and Python
Utilized Runge-Kutta, Euler, and Finite difference method to model systems
including 2D springs, projectile motion, free-falling bodies, and orbiting
bodies.
Created a visual animation using MATLAB
Wrote up technical reports on these projects

EXPERIENCE (BOOTCAMP)
2024 Complete Webdev Bootcamp | Bootcamp | Udemy | 2024
The Business Intelligence Analyst Course 2024 | Bootcamp | Udemy | 2024
Machine learning | Udemy | 2024

ACHIEVEMENTS
DOST Merit Scholar 2019
A consistent streak of at least a 2nd
dean’s lister
Outstanding Thesis Award
BS in Physics with Specialization in
Materials Science

LANGUAGES
English | Mother-tongue | Fluent
Tagalog | Intermediate
Japanese | Basic

PERSONAL INFORMATION
Age: 25 years old
Birthdate: February 6, 2000
Civil Status: Single
Citizenship: Filipino