About
A working record of roles, schools, and ideas in progress.
On the work
at hand.

Summary
Independent AI consultant, full-stack builder, and founder of GutChat.
I help companies design, build, and ship production AI systems — and train their teams to run them. I work across the whole stack: backend systems, ML and Gen-AI pipelines, and the interfaces on top.
That work spans AI-assisted legal review, biotech imaging, Gen-AI tooling for university gift reporting, a production assistant for Veterans United Home Loans, and 5G/6G Core research at WAN-AI — alongside GutChat, my own AI health app, built end to end.
Studying Computer Science at San Jose State, with stops at Sungkyunkwan University in Seoul and TBS Education in Barcelona.
Experience
Roles held & systems shipped.
2024 — Present
CurrentGutChat
Founder
- —Founded and built GutChat — an AI health app that turns daily logging into a composite gut score with personalized, memory-aware coaching.
- —Shipped computer-vision pipelines for meal and sample analysis plus weight-from-photo tracking.
- —Own the product end to end: model design, backend, and interface. → gutchat.org
Aug 2025 — Present
CurrentSuperagentic AI
Artificial Intelligence Engineer
- —Building agentic AI systems — multi-step, tool-using agents wired into real workflows.
Apr 2025 — Present
San Diego, California
CurrentVeterans United Home Loans
Software Engineer
- —Built and launched a full-scale AI assistant for veteran.com leveraging the OpenAI APIs and a microservices architecture.
- —Implemented a comprehensive analytics solution with a real-time data pipeline, including a distributed data warehouse and dashboards handling high-volume user interactions.
- —Designed scalable, secure AWS server infrastructure with load balancing, auto-scaling, and fault-tolerant design.
Jun 2024 — Present
London, United Kingdom
CurrentWAN-AI
Back-End Developer
- —Developed a Liquid Time-Constant (LTC) deep-learning network to improve packet processing for user data traffic in the 5G Core (5GC).
- —Used model-based reinforcement learning by implementing an exact model of the QoS environment in 5G/6G networks with full observability based on MantisNet flow monitoring and WAN-AI's Concurrent Event Processing (CEP).
Feb 2024 — Apr 2025
LegalEase Solutions, LLC
Software Engineer
- —Led development of an AI-powered NDA review-and-revision utility with a distributed processing architecture.
- —Built an event-driven backend pipeline to locate and manage client NDAs through ClickUp, automatically categorize them in an AWS database, and queue them to AWS Bedrock for parallel automated review.
- —Implemented the internal tool's UI/UX with containerized deployment and horizontal scaling in AWS.
May 2022 — Sep 2024
United States
WinSanTor
Software Engineer Intern
- —Built a Python (Django) web interface for a machine-learning program that automates biopsy image markings.
- —Developed medical image (.tiff, .svs) region and data-extraction scripts, yielding a 200% data-extraction improvement.
- —Created a Dockerized PyTorch inference engine integrated with the Django interface for interactive use.
Jun 2023 — Aug 2023
San Diego, California
SDSU Alumni
Special Consultant
- —Designed and implemented a Gen-AI assistant platform for SDSU's Financial Management Gift Reporting department.
- —Architected the assistant on the OpenAI APIs and integrated it into a Django web interface.
- —Optimized data extraction and built a data-query tool boosting efficiency by 300%.
Sep 2016 — Mar 2020
San Diego, California
Pious Projects of America
Community Volunteer
Packed and distributed care and food packs to homeless shelters in San Diego alongside student and community volunteers.
Education
Four institutions, three continents.
Aug 2021 — May 2026
San Jose State University
B.S. Computer Science
Jan 2025 — May 2025
TBS Education
Data Science & International Finance
Barcelona, Spain
Feb 2024 — Jul 2024
Sungkyunkwan University
Applied Artificial Intelligence
Seoul, South Korea
Aug 2017 — Jun 2021
Westview High School
High School Diploma
Stack & affiliations
Top skills
- Retrieval-Augmented Generation (RAG)
- Data Analysis
- Database Design
- Distributed Systems
- AWS · Bedrock · OpenAI
- Django · Next.js · React
- PyTorch · Deep Learning
- 5G / 6G Networking
Honors & certifications
- —Virginia Silviera Scholarship
- —ISO 25500
- —ISO 8000
Memberships
- →Vice President · SJSU Rotaract
- →Chief Outreach Officer · SJSU Virtual Reality Club
Publications
One paper, written between Seoul and San Diego. The piece I keep going back to.
Teaching human emotional intelligence to artificial intelligence — toward a sentient AI that interprets brain-based affective responses.
Have something interesting? Get in touch.