Curly Nguyễn

Nguyễn Hoàng Đức Trung

Product Person · AI-Driven Engineer

AI enthusiast obsessed with amplifying human creativity through technology. I build products that matter, cultivate engineering culture, and push the boundaries of what's possible with AI-driven development. Love writing docs, pitching ideas, and explaining complex concepts. Always talking about innovation, shipping fast, and the future of software engineering.

curlynguyen95@gmail.comHo Chi Minh City, VietnamGitHubLinkedIn

Experience

Datum Consulting NZ

Fullstack Engineer

2024 - Present

Enterprise software consulting - banking & ML infrastructure across Vietnam & Philippines (HQ: NZ). Delivered MLOps platforms, cloud data pipelines, API gateways, serverless logistics systems, digital banking frontends, and GenAI customer support.

Key Achievements
Built ML platforms enabling data scientists to deploy models without DevOps tickets
Delivered enterprise data platforms on AWS - medallion architecture, SageMaker, dbt
Shipped fullstack serverless platforms (React + Lambda + DynamoDB) and Angular PWA frontends
Datum Consulting NZ
Datum Consulting NZ
Tech Stack
ReactAngularTypeScriptJava Spring BootAWSSageMaker
Projects
MLOps Platform

Managed ML platform on SageMaker - automated training pipelines, A/B testing, drift detection, model registry. Data scientists deploy without DevOps tickets.

SageMakerXGBoostPythonCloudWatch
Cloud Data Platform

Enterprise data platform on AWS - medallion architecture, SageMaker Studio, MWAA Airflow, dbt. Full ML lifecycle support.

SageMakerMWAA AirflowdbtPython
Central API

Spring Boot API gateway - load balancing, RBAC enforcement, JWT/OAuth hardening, request transformation for 12+ internal teams.

Spring BootJavaOAuth2Kafka
Logistic Platform (Fullstack)

AWS serverless platform for last-mile logistics - React operators app, Lambda + DynamoDB event-driven backend, SES notifications.

ReactAWS LambdaDynamoDBSES
Backbase (Digital Banking FE)

Angular + Backbase frontend replacing legacy banking portal - 3x faster page load, mobile-first PWA for rural customers.

AngularTypeScriptBackbasePWA
Generative AI (Agentic Support)

GenAI platform for agentic customer support - LangChain orchestration, Bedrock inference, RAG pipeline, Lambda scale-to-zero.

LangChainAWS BedrockAWS LambdaAWS RDS
View Details

Garastem Educational Technology JSC

Product Owner, Fullstack Engineer

2022 - 2024

EdTech startup - rebuilt core product from scratch (hardware, firmware, React Native app, backend). GRobot competed at MYOR Robotic International Competition 2022 and 2024.

Key Achievements
Built GRobot - ESP32 IoT robotics kit with zero-reset BLE programming and custom memory manager
Shipped GaraSTEM Mobile App - React Native block editor with 98%+ upload success rate
Delivered Learn Platform - FastAPI backend with real-time WebSocket classroom features
Garastem
Garastem
Tech Stack
React NativeTypeScriptFastAPIPostgreSQLESP32KiCad
Projects
GRobot

IoT robotics kit - ESP32 firmware, custom memory manager, BLE stack, KiCad PCB design. Zero-reset wireless programming.

ESP32C++KiCadBLEFreeRTOS
GaraSTEM Learn Platform

FastAPI backend - device management, real-time classroom WebSocket, OTA firmware updates, admin dashboard.

FastAPIPostgreSQLWebSocketAWS
GaraSTEM Mobile App

React Native block editor - BLE connection, custom block renderer, bytecode generation. 98%+ upload success rate.

React NativeTypeScriptBLE
View Details

KPMG Digital Lighthouse

Innovation Apprentice, Technology Advisory

2020 - 2022

Big 4 consulting - Insurtech transformation and startup ecosystem strategy for Fortune 500 companies.

Key Achievements
Increased STP automation from 0% to 36% for AIA Vietnam by designing 20 digital journeys
Led KPMG Discovery journey mapping workshops - outside-in approach to understand actual customer experience
Benchmarked 40+ global incubator systems for Korea Startup Agency's national startup support program
KPMG
KPMG
Tech Stack
Microsoft Dynamics 365KPMG DiscoveryJourney MappingCX StrategyInsurtech
Projects
AIA Vietnam Digital Transformation

KPMG Discovery journey mapping + Microsoft Dynamics 365. 20 digital journeys across new business, servicing, and claims. STP automation: 0% to 36% in 18 months.

Dynamics 365KPMG DiscoveryAzurePower Platform
eKYC Solution Evaluation

Evaluated eKYC and biometric solutions for regulatory compliance across enterprise clients. RegTech assessment and vendor selection.

eKYCBiometricsRegTech
Technology Audit

Enterprise IT governance and risk assessment using TOGAF framework. Stakeholder alignment and technology roadmap development.

TOGAFIT GovernanceRisk Assessment
KSA Center for Emerging Technologies

Global incubator benchmarking across Asia, Europe, North America. Strategic recommendations for Korea's national startup support program.

BenchmarkingStakeholder ResearchStrategy
View Details

FaraClass

Founder, Fullstack Engineer

2018 - 2020

IoT + block programming for Vietnamese students- built a fullstack platform from scratch: React web app, AWS Lambda backend, ESP8266 firmware. Won competitions. Won incubation. Failed anyway. The reason I joined GaraSTEM.

Key Achievements
1st Place at Dynamic 2019, biggest student entrepreneurship competition in southern Vietnam
Built CodeLAB- web-based block editor on Google Blockly, sending programs to ESP8266 over WiFi
Earned 1-year incubation from SMU and UEH
FaraClass
FaraClass
Tech Stack
ReactTypeScriptBlocklyAWS LambdaPythonDynamoDBESP8266MQTT
Projects
CodeLAB Platform

Web-based block programming editor on Google Blockly. Students drag functional blocks, generate bytecode, send programs to ESP8266 over WiFi. No install. No USB cable. Just browser and kit. Built classroom analytics dashboard tracking student program uploads, block usage, and sensor readings in real time.

ReactTypeScriptBlocklyD3.jsWebSocketDynamoDB
Backend- AWS Lambda

Serverless backend on AWS- device registration, program dispatch, telemetry collection. Lambda functions receive block programs from the web app, route them to devices via MQTT, and log execution data for classroom analytics.

AWS LambdaPythonAPI GatewayMQTT BrokerDynamoDBS3
IoT Hardware Kit

Three hardware prototypes before finding the right manufacturer. ESP8266-based controller, WiFi-connected, modular sensor ports. Temperature, light, ultrasonic, motor. Firmware receives block programs over WiFi via MQTT and executes them in real time.

ESP8266C++ArduinoMQTTWiFi

Skills & Stack

Languages

TypeScriptJavaScriptPythonJavaRustGoSQL

Frontend

ReactNext.jsReact NativeExpoAngularTailwind CSS

Backend

Node.jsFastAPIHonoSpring BootCloudflare Workers

Database

PostgreSQLMySQLMongoDBRedisDynamoDB

Cloud & DevOps

AWSDockerGitHub ActionsCloudflare

AI / ML

Claude CodeLangChainAWS BedrockSageMakerMastra

Practices

Clean ArchitectureTDDCode ReviewTechnical WritingLLM Integration

How I Use AI Without Becoming One

Pure execution is getting cheap. Machines are better at it every day. What stays scarce- judgment, how you talk to people, emotional resilience, and the ability to hold steady when everything is ambiguous. That's where the ceiling actually is. Not in how fast you generate code. I use AI to move faster through boilerplate, refactors, research, first drafts. But I stay in the driver's seat.

Tools

Claude Code
Primary - skills, teams, MCP
Windsurf
Quick edits, autocomplete on the side
Supermaven
Fast tab completion, 1M context

"The winner won't be the person who knows the most buttons. It'll be someone who wields powerful tools but retains the sharpness of a real human."

Fundamentals I Don't Skip

  • Read error messages with my own eyes- AI confidently describes code that doesn't exist
  • Know how the machinery works before AI touches it- git history, database migrations, deployments
  • Write specs before prompting- the quality difference in output is immediate
  • Practice the human stuff- speaking clearly, negotiating, keeping my word, building trust
  • Built CoreDoc so agents stop hallucinating from stale docs

Communities