"Architecting autonomous cognitive systems, FastMCP ecosystems, and deterministic AI infrastructure for scalable, real-world impact."

⚡ Executive Dossier

Software Engineering student at FPT University & APTECH (ADSE) specializing in Generative AI, Autonomous Agentic Systems, and High-Performance Infrastructure. Proven track record architecting production cognitive architectures (LIVA with 5-tier memory & 91 MCP tools), real-time simulation engines (Anima Engine in Rust/Bevy), and deterministic constraint solvers (Buy or Wait?, Global Top 16% in HackerRank Orchestrate).

🧠 Agentic Architectures

5-tier cognitive memory: working context, episodic, semantic, procedural & knowledge graphs.
FastMCP tool server design with sandboxed execution, JSON-RPC, and self-healing error recovery.
Autonomous multi-agent orchestration with function calling & strict structured schema enforcement.

🦀 Systems & Performance

Zero-allocation Rust tick paths and deterministic state machines for complex environments.
Bevy ECS & GPU compute (Burn / PyTorch, CUDA, WGPU, Three.js) for evolutionary simulations.
Local LLM inference optimization via Llama.cpp (C++/Python bindings) & ONNX Runtime.

🛡️ Grounded Determinism

Statutory document extraction and statutory verification pipelines eliminating hallucinations.
Deterministic constraint solvers for multi-horizon cashflow and reserve guarantee verification.
Automated AI judge suites & continuous evaluation harnesses for multi-turn agent benchmarks.

🎓 Education: FPT University (Software Engineering) · APTECH Computer Education (ADSE Diploma)
📍 Base of Operations: Hanoi, Vietnam
🚀 Core Specialty: Autonomous Multi-Agent Systems, FastMCP Servers, Local LLM Runtimes, High-Performance Rust & Python

🚀 Flagship Engineering Projects

🧠 LIVA — Advanced Agentic AI Assistant

Cognitive Architecture: 5-tier memory engine spanning active working context, episodic traces, semantic embeddings, procedural rules, and SQLite-Vec knowledge graph retrieval.
Agentic Runtime: Unifies native C++/Python inference (Llama.cpp), a Node.js gateway, and a high-performance Tauri/Rust desktop shell.
Ecosystem: Armed with 91 MCP tools executing desktop automation, browser RPA, file operations, and background agent loops.
TypeScript Python Rust FastAPI Tauri Llama.cpp SQLite-Vec

💾 SmartDrive-OS — AI-Ready Storage Optimizer

Storage Optimization: Zero-dependency secondary storage architecture framework hardened against exFAT cluster slack and duplicate fragmentation.
Fast Search Engine: Integrated SQLite FTS5 full-text search indexing millions of files with millisecond retrieval latency.
MCP Tool Integration: Ships 8 custom FastMCP tools empowering AI coding agents to search, organize, and profile massive drives securely.
Python SQLite FTS5 FastMCP Storage Optimization Cluster Slack

📈 Buy or Wait? — AI Financial Reasoning Agent

Autonomous Cashflow Solvers: Evaluates multimodal purchase inquiries, receipt line items, and liabilities against dynamic multi-horizon cashflow constraints.
Deterministic Solvers: Formulated deterministic optimization algorithms enforcing mandatory reserve buffer thresholds across unpredictable cash flows.
HackerRank Orchestrate 2026: Verified by AI judge evaluation suites across multi-turn reasoning scenarios; earned Final Rank #493 / 3,062 globally.
Python Agentic AI Cashflow Optimization Constraint Programming · Verified Certificate

🏛️ AI Public Service Assistant — VAIC 2026

Hackathon Leadership: Team Lead of MindSync at the Vietnam AI Innovation Challenge (VAIC 2026); delivered a production-ready assistant in a 48-hour sprint.
Grounded Legal RAG: High-precision statutory document extraction and legal verification pipeline with deterministic rule checks to eradicate hallucinations.
Citizen Portal: Features Vietnamese voice I/O, automated PDF administrative form generation, and dual-review portals containerized via Docker.
Next.js 16 FastAPI Prisma PostgreSQL FPT AI Docker

🧬 Anima Engine — GPU Artificial Life Simulator

Deterministic Ecosystem: Real-time artificial life simulation featuring procedural terrain, hydrology/climate modeling, and closed-loop energy thermodynamics.
Evolutionary Computing: Powered by MAP-Elites illumination algorithms evolving behavioral repertoires of neural agents across generations.
High-Performance Architecture: Zero-allocation Rust tick paths, seeded RNG reproducibility, versioned world artifacts, rendered via Three.js and PixiJS.
Rust Bevy ECS Burn / PyTorch Tauri v2 React Three.js

🛠️ FastMCP Ecosystem & Autonomous Workers

Autonomous Agent Workers: mcp-agy turns Google Antigravity into an autonomous background coding worker for Claude Code, Cursor, and Cline.
Meeting Intelligence: google-meet-mcp connects LLMs to real-time meeting transcription and intelligence pipelines.
Standardized Execution: Implements JSON-RPC 2.0 specs, isolated subprocess workers, and self-healing recovery routines for uninterrupted agent loops.
Python FastMCP JSON-RPC Subprocess Sandboxing LLM Tool Calling

🏆 Honors, Competitions & Certifications

Date	Competition / Initiative	Role & Result	Core Achievement
Sep 2026	HackerRank Orchestrate	Top 16% Globally (Rank #493 / 3,062)	Deployed "Buy or Wait?", an autonomous financial reasoning agent solving multi-horizon cashflow constraints evaluated by automated AI judges · Verified Certificate
Jul 2026	Vietnam AI Innovation Challenge	Team Lead (MindSync)	Orchestrated national 48-hour AI hackathon team, shipping a deployable public administrative assistant with grounded statutory RAG and voice I/O · Source
Nov 2025	DENSO Factory Hacks	Top 4 & Promising Award (Team FPUS)	Engineered a 6-DOF vision-guided robotic arm with ROS and OpenCV for autonomous parcel pick-and-place with projected 30% productivity gain · Verified Certificate
2026 – Present	JS Club — FPT University	Active Member	Technical workshops, algorithmic problem solving, peer programming, and Codefest initiatives