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hieubui2409/README.md

Bui Trung Hieu (Lucas Bui)

Senior AI Engineer | Senior Software Engineer

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πŸ“ Hai BΓ  TrΖ°ng, Hanoi, Vietnam Β β€’Β  πŸ’Ό 7+ Years Experience Β β€’Β  πŸ€– Enterprise AI Agent Mesh Β· A2A Β· MCP


πŸš€ PROFESSIONAL SUMMARY

Senior AI Engineer & R&D Solution Architect with 7+ years designing, architecting, and building high-performance, fault-tolerant backend systems, with deep expertise in microservices architecture using Java, Golang, and Python. Proven track record as an R&D-focused architect and technical lead, pioneering the design of highly complex, distributed core platforms β€” including Enterprise AI Agent Mesh systems. I specialize in researching and establishing new technical standards for Agent-to-Agent (A2A) protocols and Model Context Protocol (MCP) integrations β€” solving unprecedented architectural challenges, pushing the boundaries of LLM capabilities, and architecting fault-tolerant, scalable multi-agent ecosystems from the ground up.

Top skills: Artificial Intelligence (AI) Β· Solution Architecture Β· Agentic AI Development Β· Technical Solution Design Β· System Design


πŸ› οΈ TECHNICAL EXPERTISE

Category Technologies & Tools
Languages Golang Java Python TypeScript Kotlin Dart
AI / Agentic Google ADK Vertex AI Gemini MCP A2A AG-UI LLM & Prompt Engineering
AI Tooling Claude Claude Code Pydantic Skills / Agents / Hooks uv Jinja
Backend Frameworks Spring Boot FastAPI Hibernate Temporal
Frontend Next.js React Vue Tailwind Vite
Mobile Flutter Dart Kotlin TornadoFX
Data & Streaming Kafka Redis Oracle MongoDB Elasticsearch TiDB Dremio SSE
Cloud & DevOps GCP Docker Kubernetes GitHub Actions OAuth / MSAL
Observability OpenTelemetry Prometheus Splunk Langfuse Loguru
Architecture AI Agent Mesh Multi-Agent Systems Event-Driven (EDA) Microservices Rule Engines Hybrid Service Registry Multitenancy Circuit Breakers

πŸ’Ό PROFESSIONAL EXPERIENCE

πŸ€– Vinsmart Future (VSF) β€” Vingroup β€’ Senior AI Engineer

Jun 2026 – Present | TechnoPark Tower, Hanoi, Vietnam

The Vingroup company delivering unified technology & AI solutions across the entire corporation. Researching and developing the group-wide shared AI platform β€” defining foundational AI standards, agent-mesh infrastructure, MCP tooling, and reusable AI capabilities adopted across the group's businesses.

Tech: Python Google ADK MCP Gemini / Vertex AI FastAPI Claude Code


🏒 One Mount Group β€’ Senior Software Engineer

Sep 2020 – Jun 2026 | Hanoi, Vietnam

Evolved from Senior Software Engineer into Solution Architect & R&D Lead, pioneering distributed platforms β€” Enterprise AI Agent Mesh and high-performance microservices.

πŸ•ΈοΈ Agent Space β€” Enterprise AI-Agentic Platform (Agent Mesh) (Jul 2025 – Jun 2026)
  • Spearheaded a 9-month R&D initiative to architect and deploy a proprietary Python-based 8-Layer Enterprise Agent Mesh Platform, using a customized Agent Development Kit (ADK) to orchestrate hundreds of AI agents as collaborative virtual employees across Root / Parent / Sub-agent tiers.
  • Architected a Hybrid Service Registry (two-layer pattern: durable Firestore Profile Layer + ephemeral Redis Pulse Layer with TTL liveness), achieving <100ms discovery latency and 5 load-balancing strategies (Random, Round-Robin, Least-Conn, Weighted, Consistent Hash).
  • Designed dynamic tool integration via Model Context Protocol (MCP) for seamless access to external APIs, knowledge bases, and code-lookup services; migrated dependency/venv management to uv to accelerate the R&D cycle.
  • Engineered a rigorous 4-Layer Loop Prevention system (app-level hop limits, network circuit breakers, trace-hash deduplication, real-time anomaly detection).
  • Extended the ADK with long-term memory management & compaction (token budgeting + waterfall thresholds) to prevent LLM context exhaustion and dramatically cut API costs.
  • Integrated an observability stack β€” Langfuse v3 (LLM cost/token), OpenTelemetry (context propagation), Loguru (distributed JSON tracing).
  • Deployed a unified multi-adapter Gateway (Teams MSAL OAuth, Google Chat ADC, Web UI) with AG-UI / A2UI dynamic rendering over SSE β€” >10K events/sec throughput, <16ms UI render.
  • Shipped 2 production use cases: an Internal Operations Virtual Assistant and a Delivery Assistant integrated with the Transport Management System (TMS) for autonomous scheduling with Human-in-the-Loop (HITL).
  • Tech Stack: Python Google ADK MCP A2A AG-UI Firestore Redis SSE Langfuse OpenTelemetry
πŸ§ͺ AISDLC β€” AI Integration in Enterprise SDLC (Jan 2025 – Jun 2026)
  • Partnered directly with a 20-member executive board (C-level + senior domain experts) to formulate, evaluate, and execute AI integration strategy for the enterprise Software Development Life Cycle.
  • Benchmarked cutting-edge LLMs (Gemini 3 Pro/Flash, Vertex AI) and self-hosted models (Gemma, GLM, Qwen) for performance, quality, and ROI.
  • Engineered specialized AI agents (OM Git Agent, OM Jira Agent, AI Manual Tester) with custom personas, cognitive methods, and skill sets.
  • Implemented robust AI guardrails using dynamic LLM-based command-safety evaluation (replacing static regex) to mitigate prompt injection; enforced a strict read-only execution protocol β€” zero unauthorized code modifications, outputs limited to actionable docs and review reports.
  • Built end-to-end automated workflows: agents autonomously perform code reviews, audit commit history, verify Jira compliance, and generate proactive security/compliance reports.
  • Tech Stack: Gemini 3 Vertex AI Self-hosted LLMs MCP AI Guardrails
πŸ“Š Metric Platforms β€” Centralized Metric Engine (Sep 2024 – Jun 2025)
  • Led and mentored a cross-functional team of 12 engineers to overhaul and modernize the core Metric Platform β€” a centralized hub for KPI and promotional-data calculations.
  • Engineered high-throughput dynamic ingestion pipelines across REST APIs, Data Lakes (Dremio), Oracle, TiDB, and Kafka.
  • Merged the metric core with a custom Rule Engine + drag-and-drop Rule Builder UI, empowering Ops to configure complex KPI formulas without engineering intervention.
  • Optimized multitenancy for strict data isolation and fault tolerance; added execution resilience with Temporal retries/state management and Splunk + Google Chat alerting.
  • Tech Stack: Golang Temporal Kafka Dremio Oracle TiDB Splunk
πŸ—“οΈ HRM β€” Leave & Attendance Management System (Sep 2023 – Sep 2024)
  • Architected a highly available, real-time multi-service ecosystem (Golang + Temporal) automating attendance/timesheet calculation for a large distributed field-sales workforce (SA, KA, CTV, Telesales).
  • Designed the core of a proprietary Rule Engine enabling HR to configure legally-compliant attendance/OT/leave policies β€” cutting manual processing time by 80%.
  • Led design of bidirectional data sync between the microservices ecosystem and the legacy SAP ERP.
  • Tuned GCloud (Docker/Kubernetes) to handle 1000+ concurrent check-in/out requests at peak.
  • Tech Stack: Golang Temporal GKE Docker SAP ERP
πŸ›’ Sale Tools (B2B2C) & VinID Back Office (Oct 2020 – Aug 2023)
  • Designed and aggressively optimized critical backend microservices for a large-scale B2B2C retail/consumer platform (Sale Tools & VinID Back Office) using Java (Spring Boot) and Golang.
  • Containerized legacy monolith components; managed deployments with Docker + Kubernetes on GCP.
  • Refactored data-access patterns and indexing strategies, reducing critical API response times by 75%.
  • Collaborated within a 25–30 developer agile division with PM, QA, and BA to ship user-centric features for the Vin Group digital ecosystem.
  • Tech Stack: Java (Spring Boot) Golang Docker Kubernetes GCP

🏒 Luvina JSC β€’ Software Engineer

Aug 2019 – Sep 2020 | Hanoi, Vietnam

  • Executed the migration and modernization of critical financial modules from legacy COBOL to Java, ensuring absolute data integrity and 99% uptime.
  • Tech Stack: Java COBOL

🏒 VNIST JSC β€’ Software Engineer

Aug 2018 – Jul 2019 | Hanoi, Vietnam

  • Designed an intelligent threat-identification engine using custom data pipelines and highly optimized MongoDB / Elasticsearch clusters.
  • Tech Stack: MongoDB Elasticsearch

🏒 Luvina β€’ Software Engineer Intern

Mar 2018 – Aug 2018 | Hanoi, Vietnam

  • Began my engineering career building and maintaining enterprise web applications in Java.

🌟 FEATURED PROJECTS

Project Description Stack
product-spec Β Β·Β  live demo β†— AI harness (skills + agents + hooks) for Claude Code that turns partner requirements into a structured, frontmatter-linked, fully traceable product-spec hierarchy β€” closed loop: Define β†’ Validate β†’ Critique β†’ Update. Python Claude Code
human-analyzer Β Β·Β  live demo β†— Clinical-grade Character Profile Intelligence System β€” 6 event-driven modules (evidence scoring T1–T5, psychological case-formulation, growth analysis, content generation) with PII/claim safety gates & 700+ tests. Python Event-Driven Knowledge Graph
sdlc-harness  ·  live demo ↗ A file-based SDLC discipline for Claude Code: prose skills/rules guide the agent, while fail-closed PreToolUse hooks gate every push/PR/ship on real artifacts — plan → cook → test → ship with reviewer≠author approval, enforced red→green TDD (797 tests + invariants), and an append-only audit trail with actor attribution. 14 hooks · 31 scripts · ~46 hs:* skills · 14 agents. Interactive bilingual (EN/VI) showcase. Python Claude Code MCP Hooks
Agent Space πŸ”’ Enterprise 8-layer AI Agent Mesh orchestrating hundreds of distributed agents β€” Google ADK + MCP with a hybrid Firestore/Redis service registry. (proprietary / enterprise) Python Google ADK MCP FastAPI

πŸ† HONORS & AWARDS

  • 🌟 Potential Leader Nomination β€” One Mount Group, Dec 2025 β€” for exceptional technical leadership and consistent delivery (two consecutive years).
  • πŸ“ˆ Top Performance Ratings β€” top-tier appraisals (A / A+) for three consecutive years (2023, 2024, 2025).
  • ⚑ Accelerated Engineer's Degree β€” completed the 5-year engineering curriculum in 4 years, graduating 1 year ahead of schedule.

πŸ“œ CERTIFICATIONS & LANGUAGES

English TOEIC 755 JLPT N4


🀝 COMMUNITY & VOLUNTEERING

  • 🌱 Mentor β€” VietSeeds Foundation (2019 – Present)
  • 🩸 Mentor β€” Hanoi Association of Youth Blood Donor Recruiters (HAYBDR) (2015 – Present)

πŸ“Š GITHUB METRICS

Profile Views

Hieu's GitHub Stats Hieu's Top Languages

Hieu's GitHub Streak

Hieu's Activity Graph


πŸŽ“ EDUCATION

πŸŽ“ Engineer's Degree in Computer Software Engineering β€” Grade: Very Good Hanoi University of Science and Technology (HUST) β€” 2015 – 2019

Built strong foundations in algorithmic problem-solving, software design patterns, and systems engineering. Completed the 5-year engineering curriculum in 4 years. Activities: VietSeeds Foundation Β· Hanoi Association of Youth Blood Donor Recruiters Β· Hoa Trang Nguyen Club.


Let's build something extraordinary in AI. Get in touch via LinkedIn or Email!

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  1. product-spec product-spec Public

    An AI-powered harness for Claude Code to define, strictly validate, and brutally critique Product Specs. Bulletproof requirements before a single line of code is written.

    HTML 14 7

  2. human-analyzer human-analyzer Public

    Character Profile Intelligence System - A clinical-grade system that turns deep, evidence-backed psychological profiles of characters into platform-native content. Built to scale from a handful of …

    Python 5 1

  3. sdlc-harness-showcase sdlc-harness-showcase Public

    Interactive bilingual (EN/VI) showcase for the SDLC Harness β€” a file-based SDLC discipline for Claude Code

    HTML 1