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Thái Hoàng Mai Học

hoc.thaihoangmai.work@gmail.com

Thái Hoàng Mai Học

Project Manager

Scope with a baseline, a schedule with a critical path, and every cost tied to a named owner.

Based in
Ho Chi Minh City
Looking for
Project Manager
King Coffee runs four markets on one platform.
Scroll to explore

Platforms delivered for

  • SAORA.AI
  • eSmiles
  • SmartShop
  • IDEAS AI platform
  • Novadreams
  • King Coffee
  • Mutosi
  • NutifoodShop
  • ePro

20people

Largest team managed, across 6 functions

8projects

Projects delivered successfully to production

9industries

Business domains delivered in: retail, F&B, FMCG, education, healthcare, travel, SaaS

6roles

Roles held, from backend lead and DevOps to R&D, IT, engineering and project manager

About

I manage software and AI projects with many stakeholders. Most of the job is finding the milestones that get missed and giving each one to a named person.

I have run e-commerce marketplaces that needed Ministry of Industry and Trade registration, enterprise AI platforms and internal operations systems. I worked in backend and DevOps before management, so I can read a team’s estimates instead of having to trust them. I am now a freelance project manager for the IDEAS Institute AI platform.

Looking for

A Project Manager role: owning a multi-team program from kickoff to sign-off, with clear scope, schedule and budget.

5 years, since 12/2021

Portrait of Thái Hoàng Mai Học in a grey blazer

Selected projects

Nine projects from 2021 to now, newest first. I managed the five most recent directly; on the first four I worked in backend and DevOps.

  1. 0106/2026 – 09/2026

    SMAC Leverage

    SAORA.AI

    Took SAORA.AI to the go-live line: scope locked at 8 modules and 218 screen states, the vendor held to 5 release blockers, and an 18-month financial model put to leadership.

    Role
    Engineering Manager
    Team
    5-person core team, plus an 8-person vendor

    Management stack

    • Hybrid
    • Scrum
    • Plane

    Tech stack

    • OpenRouter
    • Gemini
    • n8n
    • AWS
  2. 0212/2025 – now

    Client delivery

    eSmiles

    Locked UAT scope to real progress on the development board, so sign-off never covers unfinished features.

    Role
    Project Manager
    Team
    7 people

    Management stack

    • Agile
    • Scrum

    Tech stack

    • Plane
    • PostgreSQL
    • Prisma
    • Python
  3. 0301/2026 – 06/2026

    Tiên Phong CDS

    SmartShop

    Took a multi-vendor marketplace from its Ministry of Industry and Trade filing to opening day: 47 business processes, 320 test cases and 44 fixes after the ministry’s review.

    Role
    Project Manager
    Team
    8–10 people: BA, backend, frontend, DevOps, QA

    Management stack

    • Hybrid
    • Scrum
    • BPMN 2.0

    Tech stack

    • NextJS
    • Laravel
    • MySQL
    • Docker
  4. 0405/2025 – now

    IDEAS Institute (freelance)

    IDEAS AI platform

    Turned 7 departments’ requests into a 6-step roadmap leadership approved, and built the case for moving the engagement from per-head fees to payment on accepted milestones.

    Role
    Project Manager and DevOps Engineer
    Team
    5 people, stakeholders from 7+ departments

    Management stack

    • Scrum
    • MoSCoW
    • PERT

    Tech stack

    • AWS ECS Fargate
    • OpenRouter
    • LangGraph
    • Qdrant
  5. 0506/2024 – 08/2025

    Tiên Phong CDS for NovaService

    Novadreams

    Sole project manager who also wrote 86% of the Novadreams-only code for a 20-module ticketing system, from acceptance in 07/2024 to the 2025 bus-route and SAP sync extensions.

    Role
    Project Manager and Backend Leader
    Team
    10 people, 20 man-months

    Management stack

    • Project plan
    • Risk register
    • Change request

    Tech stack

    • CMC Cloud Kubernetes
    • PHP Lumen
    • NextJS
    • MySQL
  6. 062023 – 2024

    Tiên Phong CDS for King Coffee

    King Coffee

    Built Multi-AZ AWS infrastructure and carried out every step of the production rollout, serving 5,000+ users across 4 markets.

    Role
    Backend Leader and DevOps Engineer
    Team
    10 people, 50 man-months

    Tech stack

    • AWS ECS Fargate
    • Aurora MySQL
    • CloudFront
    • CodePipeline
  7. 072021 – 2023

    Tiên Phong CDS for Mutosi

    Mutosi

    Brought Mutosi’s multichannel sales onto one platform: 4 marketplaces, 2 carriers and 3 payment gateways on a shared order layer.

    Role
    Backend Leader and DevOps Engineer
    Team
    20 people, 30 man-months

    Tech stack

    • CMC Cloud Kubernetes
    • PHP Lumen
    • SAP S/4HANA
    • Jenkins
  8. 082021 – 2023

    Tiên Phong CDS for Nutifood

    NutifoodShop

    One storefront serving Nutifood’s distributors, retailers and consumers at once, plus an affiliate channel that added sales beyond the direct one.

    Role
    Backend developer, DevOps engineer
    Team
    10 people, 20 man-months

    Tech stack

    • Google Cloud GKE
    • PHP Lumen
    • NuxtJS
    • Flutter
  9. 092021 – 2022

    Tiên Phong CDS for ePro

    ePro

    ePro’s inventory, orders and warranty tracked down to the serial number, linked to the Aqua brand by API, with daily sales coordination moved onto the ERP.

    Role
    Backend developer
    Team
    10 people, 15 man-months

    Tech stack

    • PHP Lumen
    • MySQL
    • NuxtJS
    • ESXi

Other engagements

ProjectFieldMy role
B2B2C e-commerce for a beverage brandE-commerceSolution proposal and estimate
Website and ERP for a manufacturing workshopManufacturingSolution proposal on an existing core platform
Leave Management SystemInternal operationsScope statement and project closure report

How I run a project

A PMI-based frame: four phases from initiation to closure, nine governance pillars running through execution, and four work rhythms repeating each cycle. Depending on the project, I pick one of three delivery approaches: waterfall, hybrid or agile.

Three approaches, chosen per project

  1. 01

    Waterfall

    When
    Scope, budget and acceptance criteria can be fixed up front and rarely change. Work runs phase by phase, each closed by an acceptance.
    Used on
    Fixed-price contracts with delivery and payment tied to milestones.
  2. 02

    Hybrid

    When
    Some dates cannot move, such as legal or contractual milestones, while the product still changes with feedback. Fixed dates follow a fixed plan; development runs in sprints.
    Used on
    SmartShop: five phases on a fixed plan, development in three sprints, a fixed ministry registration date.
  3. 03

    Agile

    When
    The product is still finding its market and requirements move with user feedback. Short sprints, with the backlog re-ranked after each one.
    Used on
    IDEAS Institute: two-week sprints, 24 of them since 06/2025.

Phases

  1. 1

    Initiate

    Outputs

    • Requirements discovery file
    • Owner list
  2. 2

    Plan

    Outputs

    • Project management plan
    • Estimate with checklist
    • Delivery schedule
  3. 3

    Execute and control

    Outputs

    • Weekly and monthly reports
    • Risk and issue log
    • Lookback minutes
  4. 4

    Close

    Outputs

    • Acceptance record
    • Lessons learned
    • Closure record

Governance

Nine governance pillars

  • RequirementsAgree acceptance criteria before the work starts.
  • ScheduleEstimate, prioritise and lock deadlines, then control intake.
  • PeopleRACI roles, allocation, and who joins or leaves the project.
  • RiskIdentify, track and escalate at the right moment.
  • QualityMeasure quality against the target, review code by checklist.
  • ProcessA defined process for research, design, build and test.
  • CommunicationNamed channels between the project and every stakeholder.
  • ConfigurationEnvironments, test assets, security and production releases.
  • Status reviewWeekly and monthly reporting, regular lookbacks.

Work rhythm

A

Build

Requirements, design, code, test. Rework before anything counts as done.

B

Handover

Assess delivery quality, hand over to spec, confirm in writing.

C

Acceptance

The client runs UAT and signs off with evidence.

Anything that fails acceptance goes back to build

D

Lookback

Management from both sides, ending in an action list for each party.

Runs alongside the whole project

Toolkit

Frameworks

PMBOK 8
The four phases and nine pillars above.
Scrum
Two-week sprints at IDEAS, one-week cycles at SAORA.AI.
Kanban
Operations and support work after go-live.
Waterfall
Sequential phases with an acceptance at the end of each, for fixed-price work.
Hybrid
Contract and legal milestones on a fixed plan, development in sprints.

Planning and control

Critical path
SmartShop’s ministry registration sat on the critical path.
PERT
SSO estimated with PERT times a risk factor, about 290 man-days at IDEAS.
Cost baseline
IT operating cost at Tiên Phong CDS down 30% against the annual budget baseline.
MoSCoW
Seven departments’ requests cut down to one MVP at IDEAS.
RACI
Who does, approves and is consulted, agreed before work is assigned.

Documentation and acceptance

BPMN 2.0
9 BPMN flows in a 59-page BRD at IDEAS, 34 BPMN files at SmartShop.
OKR, KPI, SLA
Regular reporting to the C-level at Tiên Phong CDS.
UAT
Traceability matrix checked against the dev board at eSmiles.

Career

  1. 06/2026 – 09/2026

    Engineering Manager

    SMAC Leverage

    Led delivery of two AI products, SAORA.AI and AI Marketing, with a 5-person core team and a vendor. Prepared the leadership pack for the launch decision: an 18-month financial model, a 90-capability competitive comparison and the trial package unit economics. Advised leadership on the commercial team structure ahead of launch. Digitised payroll and HR on ERPNext, reconciled across three pay cycles.

  2. 09/2025 – 06/2026

    IT Manager

    Tiên Phong CDS

    Managed a 20-person team across six functions, owned the annual IT budget and reported OKR, KPI and SLA to the C-level. Standardised CI/CD: 10 deploys a day, each from 60 down to 15 minutes; operating cost down 30% against the baseline; 99.9% uptime with zero P1 incidents for 2 consecutive quarters. As project manager, took SmartShop from its ministry filing to opening day.

  3. 05/2025 – now

    Project Manager (freelance)

    IDEAS Institute

    A freelance contract, run alongside my other roles. Defined and prioritised the AI platform MVP with stakeholders from 7+ departments. Wrote the Q3–Q4/2026 roadmap and the target architecture, and run AWS Singapore infrastructure and CI/CD for a 5-person team.

  4. 06/2024 – 09/2025

    R&D Manager

    Tiên Phong CDS

    Led a 10-person R&D team (AI, backend, frontend, QA, DevOps). Turned AI Marketing from an internal R&D track into a monthly subscription SaaS with its first 2 paying clients, cutting content production time by over 30%. Brought the AI System platform to enterprise clients, lifting their operating productivity by over 50%. Negotiated a 20% annual cloud commitment discount with AWS and CMC Cloud.

  5. 12/2021 – 12/2024

    DevOps Engineer (concurrent), Backend Leader

    Tiên Phong CDS

    Designed and ran AWS and GCP infrastructure, Kubernetes clusters, CI/CD (GitHub Actions, GitLab CI, Jenkins, CodePipeline), monitoring and disaster recovery. Hardened systems for Trung Nguyên International, Nutifood and Mutosi: 20 penetration-test findings closed before go-live, 1,000 concurrent users during sales campaigns, 30% yearly traffic growth with no downtime. Moved commerce and marketing backends to microservices on PHP Lumen and GraphQL, integrating Stripe, PayPal, MoMo, VNPay, Mailchimp, Accesstrade and OpenAI. Set code and API security standards (OAuth2, JWT, rate limiting) and built product recommendation and fraud detection. Top contributor to the core repository shared by the commerce projects, with about 10,900 commits, twice the next person. Held the DevOps role alongside Backend Leader, then alongside R&D Manager until 12/2024.

Skills and tools

  • Project management9

    • Scope and WBS
    • Baseline management
    • Critical path
    • PERT
    • Risk management
    • Change control
    • RACI
    • Cost control
    • UAT planning
  • Method9

    • PMBOK 8
    • Waterfall
    • Hybrid
    • Agile
    • Scrum
    • Kanban
    • MoSCoW
    • OKR
    • BPMN 2.0
  • Commercial and program5

    • Business model change
    • Pricing and unit economics
    • Budget ownership
    • Vendor negotiation
    • Solution proposals and BRD
  • Tools9

    • Jira
    • Plane
    • Notion
    • ERPNext
    • Odoo
    • draw.io
    • GitHub Actions
    • GitLab CI
    • Jenkins
  • Engineering8

    • AWS architecture
    • CI/CD
    • Kubernetes
    • Microservices
    • Observability
    • MongoDB
    • AI agents and RAG
    • Prompt engineering

Engineering background

Before management I spent three years in backend and DevOps, the last one alongside the R&D Manager role. I built and ran most of the infrastructure listed here myself.

  • Cloud4 platforms

    Cloud architecture

    AWS ECS and Fargate, Google Cloud GKE, CMC Cloud and on-premise ESXi. At IDEAS I own both the architecture and the cloud cost model.

    • AWS
    • Google Cloud
    • CMC Cloud
    • VMware ESXi
  • Containers3 systems on K8s

    Kubernetes in production

    Clusters on CMC Cloud (Mutosi, Novadreams) and GKE (NutifoodShop) with Nginx Ingress, backups and load, stress and penetration tests before launch.

    • Kubernetes
    • Docker
    • Nginx Ingress
  • Release60 → 15 min

    CI/CD and release rhythm

    CodePipeline and standardised pipelines, so releasing no longer depends on one person.

    • GitHub Actions
    • GitLab CI
    • Jenkins
    • CodePipeline
  • AI4 AI products

    AI agents and RAG

    Agent management, an LMS-embedded chatbot and permissioned knowledge bases with Qdrant, LangGraph and model routing through OpenRouter.

    • OpenAI
    • OpenRouter
    • LangGraph
    • Qdrant
    • n8n
  • Reliability99.9% uptime

    Observability

    Prometheus, Grafana and ELK, with SLA and incident reporting up to the C-level.

    • Prometheus
    • Grafana
    • ELK Stack
    • CloudWatch
  • Integration4 marketplaces

    Commerce integration

    DMS, ERP, CRM, domestic payment gateways, international cards, marketplaces and carriers on one order layer.

    • Odoo
    • ERPNext
    • Shopee
    • TikTok Shop
    • Visa
    • Mastercard
    • Stripe
    • PayPal

Scale operated

Totals across nine platforms delivered, eight of them in production.

  • platforms in production

  • markets on a single platform

  • users across the listed platforms

  • cloud and on-premise platforms operated

  • concurrent users during peak sales campaigns

  • penetration-test findings closed before go-live

Talks and community

A few of the sessions where I talked web development, backend and AI with students, engineering communities and businesses.

  • Thái Hoàng Mai Học in front of the Next Gen Business Enterprise event backdrop
    Business Innovation Talk "Next Gen Business Enterprise", hosted by the SMAC fund, 31/05/2025: a live demo of setting up VTDF&O on an AI agent platform.
  • Speaking on stage in front of a web development orientation slide
    Web development career talk for IT students at FPT Polytechnic, on behalf of Tiên Phong CDS.
  • Group photo of speakers and lecturers on the FPT Polytechnic stage
    Web design major orientation at FPT Polytechnic, 02/12/2023.
  • Thái Hoàng Mai Học on stage while a trophy is presented
    On stage at an event supported by Tiên Phong CDS.
  • Presenting to a room, the screen showing a slide defining generative AI
    Generative AI seminar: what it is and how businesses use it.
  • Group photo with students after a backend microservices workshop
    Workshop on fast backend microservices with students.
  • Thái Hoàng Mai Học in front of the VERON Artificial Intelligence banner
    VERON Artificial Intelligence event.
  • Thái Hoàng Mai Học speaking into a microphone
    Speaking at the generative AI seminar.
  • Group photo of workshop attendees in a conference room
    Workshop with the #eCVietnam community.
  • Thái Hoàng Mai Học at the reception desk of an Amazon office
    At the Amazon office.
  • Thái Hoàng Mai Học in front of the Next Gen Business Enterprise event backdrop
    Business Innovation Talk "Next Gen Business Enterprise", hosted by the SMAC fund, 31/05/2025: a live demo of setting up VTDF&O on an AI agent platform.
  • Thái Hoàng Mai Học speaking into a microphone
    Speaking at the generative AI seminar.
  • Group photo with students after a backend microservices workshop
    Workshop on fast backend microservices with students.
  • Group photo of speakers and lecturers on the FPT Polytechnic stage
    Web design major orientation at FPT Polytechnic, 02/12/2023.
  • Thái Hoàng Mai Học at the reception desk of an Amazon office
    At the Amazon office.
  • Presenting to a room, the screen showing a slide defining generative AI
    Generative AI seminar: what it is and how businesses use it.
  • Speaking on stage in front of a web development orientation slide
    Web development career talk for IT students at FPT Polytechnic, on behalf of Tiên Phong CDS.
  • Group photo of workshop attendees in a conference room
    Workshop with the #eCVietnam community.
  • Thái Hoàng Mai Học in front of the VERON Artificial Intelligence banner
    VERON Artificial Intelligence event.
  • Thái Hoàng Mai Học on stage while a trophy is presented
    On stage at an event supported by Tiên Phong CDS.

Education and languages

Education

FPT Polytechnic

College diploma, Software Engineering

07/2019 – 12/2021

Languages

  • Vietnamese

    Native

  • English

    Intermediate: technical reading and written work communication

Questions recruiters ask

When can you start?

From early October 2026.

Where do you work, and do you work remotely?

Based in Ho Chi Minh City. Open to hybrid work in Ho Chi Minh City.

Can you work in English?

Yes for technical reading and written communication (intermediate). Vietnamese is native.

Which delivery methods do you use?

PMBOK 8 as the frame. Depending on the project I run waterfall when scope is fixed up front, hybrid when legal or contractual dates are fixed, and agile (Scrum, Kanban) when requirements are still moving.

How technical are you today?

I worked in backend and DevOps before management, so I can read the team’s estimates, review architecture and own cloud cost.

Can I speak to a reference?

Yes. Reference details are shared on request.

Contact

I am looking for a Project Manager role. If you have a multi-team program, or a late project that needs a new baseline, send me an email.

LinkedIn
linkedin.com/in/thaihocit
Based in
Ho Chi Minh City
CV
English (PDF, 5 pages)
Updated 09/2026

Figures on this page come from real project records. Clients not yet cleared for publication are named by industry.