Ngoc Tu
Garden Grove,CA
Summary
Developed technical proficiency and problem-solving skills in fast-paced operational environment. Adaptable and skilled in managing complex tasks, ensuring efficiency, and maintaining high-quality standards. Seeking to leverage transferrable skills to excel in new professional challenge.
Overview
1
1
year of professional experience
Work History
Neural Operators for IoT Fingerprint
08.2025 - Current
- Developed a federated learning pipeline for IoT botnet detection using the N-BaIoT dataset
- Implemented heterogeneous client simulation with IID and Non-IID data splits, assigning each client different sampling rates and frequency resolutions
- Built CNN and FNO classifiers to handle variable-resolution inputs across federated clients, enabling cross-resolution generalization
HealthConnect – Full-Stack Healthcare Management Platform
Cal Poly Pomona
Pomona, CA
08.2025 - 12.2025
- React, Flask, MongoDB, JWT, CatBoost (ML).
- Built a dual-dashboard web app for patients and doctors with secure JWT auth and role-based access control.
- Designed and implemented a RESTful API with 15+ endpoints for patient, doctor, and appointment operations.
- Implemented appointment management, clinical notes, and an AI-powered health chatbot in a responsive React UI.
- Collaborated in an Agile team, contributed production-ready documentation.
Multi-Client Chat Application (C on Windows)
Cal Poly Pomona
Pomona, CA
01.2025 - 05.2025
- Engineered a multi-threaded server/client chat system on Microsoft Windows using network sockets and shared memory.
- Implemented concurrent client handling via threading, enabling scalable group chat where the server relays messages.
- Designed client join/exit protocols with real-time notifications and persistent message history logging.
- Used core networking calls and thread-safe structures to handle concurrent I/O.
Education
Bachelor of Computer Science -
California State Polytechnic University
Pomona, CA01-2026
Associate Degree of Computer Science - undefined
Orange Coast College
Costa Mesa, CA01-2024
Skills
- Problem-solving
- Attention to detail
- Teamwork and collaboration
- Machine operation
- Critical thinking
- Computer skills
- Calm under pressure
Languages
English
Native or Bilingual
Vietnamese
Native or Bilingual
Timeline
Neural Operators for IoT Fingerprint
08.2025 - Current
HealthConnect – Full-Stack Healthcare Management Platform
Cal Poly Pomona
08.2025 - 12.2025
Multi-Client Chat Application (C on Windows)
Cal Poly Pomona
01.2025 - 05.2025
Associate Degree of Computer Science - undefined
Orange Coast College
Bachelor of Computer Science -
California State Polytechnic University