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Unified Engineering CV (Full-Stack, DevOps, Mobile, AI & IoT)
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Tri Nguyen Minh

Full-Stack, DevOps, Mobile & AI Engineer
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Unified Professional Summary

β€’ Multi-Disciplinary Engineering Foundation: Final-year Software Engineering student at HUIT combining hands-on expertise in Mobile & Full-Stack Architecture (.NET 8, React.js, Flutter), DevOps Automation (Docker, NGINX, Kubernetes, CI/CD), Applied AI (PyTorch, Gemini, OpenCV), and IoT Systems across 25+ open-source codebases.
β€’ Operational & Engineering Deliverables: Architected offline-first mobile databases (SQLite), built microservices handling 500+ req/sec (FastAPI, Redis), orchestrated 24/7 self-hosted homelabs with 99.9% uptime, and integrated multimodal AI pipelines (95%+ accuracy) with sub-second streaming.
β€’ Value Proposition: Available for full-time internships starting June 2026. Ready to apply scalable software architecture, automated CI/CD pipelines, and data-driven AI solutions to deliver high-performance applications and infrastructure.

Core IT Helpdesk, IoT & Software Projects

DevOps & System Administrator | 01/2023 – Present
  • Managed a self-hosted Ubuntu 22.04 LTS environment acting as a primary node for containerized deployments and CI/CD runners.
  • Engineered secure tunneling via Tailscale & NGINX Reverse Proxy, exposing internal microservices securely without dedicated public IPs.
  • Automated container orchestration using Docker Compose and Portainer, achieving 99.9% uptime for critical database clusters and APIs.
IoT & Embedded Engineer | 07/2026 – 08/2026
  • Developed a robust embedded web server directly on an ESP32 microcontroller using C++/Arduino to handle low-latency HTTP requests.
  • Utilized FreeRTOS for multi-threading, efficiently balancing Wi-Fi connectivity, client API responses, and concurrent sensor data polling.
  • Optimized memory allocation and network buffer management on constrained hardware to prevent memory leaks and ensure continuous uptime.
Lead Full-Stack & Infrastructure Engineer | 02/2026 – 05/2026
  • Architected GMP-WHO pharmaceutical system using Clean Architecture managing 15+ entities with 100% audit trail compliance.
  • Implemented JWT & RBAC security; optimized LINQ queries on SQL Server, reducing API latency by 35%. React admin & Flutter app with sub-200ms latency.
  • Orchestrated multi-container staging deployment (.NET 8 API, SQL Server 2022, Redis 7, NGINX) with container healthchecks and automated seed scripts.
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Specialized Software, AI & DevOps Projects

Flutter Mobile Developer | 03/2026 – 06/2026
  • Developed a cross-platform mobile personal finance application using Flutter/Dart, featuring automated expense categorization and interactive visual budget analytics.
  • Implemented offline-first local SQLite storage to guarantee 100% data availability without internet connectivity.
  • Engineered interactive financial charts and monthly spending thresholds to enhance user budget management.
AI, Mobile & DevOps Architect | 06/2026 – 07/2026
  • Integrated Gemini 1.5 Pro via FastAPI for IELTS evaluation (95%+ grading accuracy across 4 criteria) with sub-second response streaming.
  • Engineered 3D Sensei AI avatar with real-time lip-syncing (<50ms delta) and SuperMemo-2 SRS algorithm (99.5% offline sync via Hive/Isar).
  • Standardized dev setup using VS Code Dev Containers and GitHub Actions CI/CD workflows for multi-stage Docker builds.
Frontend UI/UX Developer | 07/2026 – 08/2026
  • Engineered an interactive Portfolio and Guestbook featuring a unique Chat UI design, significantly enhancing user engagement and UX.
  • Implemented real-time message state management and dynamic DOM rendering, ensuring seamless cross-device responsive layout execution.
  • Optimized CSS animations and scrolling performance to maintain sub-50ms UI responsiveness during heavy chat interactions.
Biometric AI & Vision Engineer | 09/2024 – 11/2024
  • Engineered facial recognition security pipeline, extracting 128-dimensional vector embeddings with sub-200ms frame latency per frame using OpenCV and dlib.
  • Executed Euclidean distance matching against registered datasets, achieving 98.5% recognition accuracy across 5,000+ images at 30+ FPS real-time processing.
Audio AI & Speech Synthesis Developer | 11/2024 – 01/2025
  • Optimized PyTorch speech synthesis pipeline, generating high-fidelity voice clones from only 1 minute of raw reference audio.
  • Fine-tuned acoustic models & neural vocoders with custom batching schedules, reducing inference latency by 35% across 3 languages.
ML & Data Science Research Lead | 02/2024 – 06/2024
  • Implemented scalable CURE clustering algorithm handling 100,000+ data points (25% noise density), outperforming K-Means & DBSCAN by 18% in silhouette score.
  • Investigated Graph Neural Networks (GNN) on non-Euclidean graph datasets spanning 1.5M+ nodes and 5M+ edges using PyTorch Geometric.
Full-Stack Web Developer | 07/2026 – 08/2026
  • Engineered an interactive web application that perfectly emulates a Command Line Interface (CLI), delivering a unique and developer-centric user experience.
  • Developed a robust command parsing engine using JavaScript/TypeScript to process user inputs, simulating standard terminal commands and filesystem navigation.
  • Optimized DOM manipulation and terminal text rendering for high performance, maintaining zero layout shifts and sub-millisecond keystroke responsiveness.