Julie Nguyen — TPM Portfolio

Career Foundation — 15+ Years Across Industries

2007 – 2017

Executive Business Partner

Supporting CMO, VP of Google Data Center, Worldwide Sales & Cloud Business Unit

2017 – Present

Technical Program Manager

TPM & PgM across big tech — datacenter, AI infrastructure & ML acceleration programs

Collectively 4 Years

Program Management Consulting

Embedded consulting for big tech giants — biz ops, TPM & governance advisory

Before I built governance systems and AI-powered pipelines, I spent a decade as an executive business partner — seated at the table with C-suite, VP-level, and senior directors across finance, operations, engineering, and strategy. That proximity wasn't passive. It was a masterclass in how organizations actually work: where decisions get made, where information gets lost, where execution breaks down between vision and reality.

What those years gave me was a dual lens that most program leaders don't have. I learned to read a business from the top — understanding what leadership needs to make a decision, what keeps executives up at night, and how strategic priorities translate into organizational pressure. At the same time, I saw how those priorities landed at the ground level, and where the gap between intent and execution lived.

That dual perspective became my operating system. I don't just execute from top down — I drive from the bottom up, closing the gap between what leadership envisions and what teams can actually deliver. The governance frameworks, the biz ops cadences, and the automation systems I've built since are all rooted in that foundation: built by someone who has seen both sides of the table and knows exactly where complexity hides.

What I saw from the top

How executives frame business problems, prioritize investments, build organizational trust, and translate strategy into cross-functional mandates. I learned to speak the language of leadership — outcomes, risk, and trade-offs — before I ever ran a program.

What I saw from the ground

Where strategy stops making sense to the people executing it. Where information gets siloed. Where the right process doesn't exist yet. I learned to identify the gaps that leadership doesn't see — and to build the systems that close them, without waiting for permission.

What it made me

A leader who operates in both directions simultaneously — translating executive vision downward with clarity, and surfacing operational reality upward with precision. Every system I've built since carries both perspectives inside it.

Selected Experience

Leading Hyperscaler · ML Acceleration & AI Infrastructure

ML Acceleration & AI Infrastructure Program Lead

Hyperscaler's Highest-Priority AI Program · 14M Chips · 1,100 Building Zones

14M Chips 43,000+ Pods 1,100 Building Zones 800+ Hours Returned 30 Days → 5 Minutes

Embedded into the organization's most strategic and ambiguous program — ML chip acceleration at planet scale. No playbook. No precedent. Identified operational gaps, designed governance from zero, and built the intelligence and automation layer the program runs on. Every system delivered has become an engineering org dependency.

Capacity Intelligence Platform: Architected a 9-point automated auditing system (Apps Script + Gemini + BigQuery) governing 14M chips and 43,000+ pods — resolving 100+ monthly data collisions before they reach senior leadership, delivering 100% pristine decision-quality data every cycle.
30 Days → 5 Minutes: Replaced a 30-day manual reporting process with a fully automated pipeline. 800+ resource hours returned to the engineering organization annually — a measurable ROI the org can quantify.
Fleet-Wide Readiness Tracking: Engineered real-time zone readiness dashboards across 1,100 building zones globally — reconciling 300,000+ capacity records per cycle with zero manual intervention, enabling datacenter activation decisions at scale.
AI-Powered Executive Reporting: Built Gemini, NotebookLM, and Looker-connected workflow synthesizing chip forecasts, pod availability, and zone readiness into a single prioritized decision engine for senior leadership.
XFN Alignment: Connective tissue across engineering, supply chain, site ops, and C-suite — translating chip-level technical data into strategic capacity decisions and datacenter deployment sequencing.

Global AI Platform Company · Datacenter Infrastructure & Services

Senior TPM, Datacenter Infrastructure & Services

$1B+ Portfolio · 80+ Sites · 17.5GW Pipeline · AMS · EMEA · APAC · LATAM

$1B+ Portfolio 80+ Sites Annual Planning Lead GC Downselect 90 → 14 Days 4 Continents

Operational right hand to the Head of Datacenter Infrastructure — built the entire business operations model, governance architecture, and strategic planning infrastructure from zero for a $1B+ global portfolio spanning four continents. Led annual planning for budgeting, headcount modeling, and managed services. Owned full lifecycle vendor management, systems integration, and supported the GC downselect process for the construction vendor portfolio.

Annual Planning Lead: Drove annual budgeting, headcount modeling, and managed services planning across the $1B+ portfolio — integrating CapEx/OpEx forecasts from engineering, finance, and site ops into a unified investment plan with executive leadership review.
Vendor Management & Systems Integration: Owned end-to-end vendor management across the full construction and operations lifecycle — from qualification and onboarding through systems integration, performance management, and contract governance. Supported GC downselect for the construction vendor portfolio.
Technical Due Diligence Framework: Developed the organization's first structured site selection framework — partnering internally with commercial and technical teams and externally with brokerages and investors to build an active site opportunity pipeline. Designed prerequisite criteria and a formal onboarding process for new site opportunities, with weekly pipeline reviews co-led with executive leadership.
Site Evaluation Acceleration: Reduced site evaluation cycle from 90 to 14 days through the 8-domain due diligence framework covering mechanical, electrical, networking, security, capacity, operations, finance, and legal.
Shaped a 17.5GW+ long-range capacity pipeline across 80+ global sites across AMS, EMEA, APAC, and LATAM — 4 direct reports promoted in 6 months through structured development.

Leading Cloud Infrastructure Company · Global Data Centers

Senior Program Manager, Global Data Centers

$20B+ Delivered · 4 Years · 13+ Organizations · Promoted 3× (2019 · 2020 · 2021)

$20B+ Delivered Promoted 3× YoY PLC Governance 1,500 → 300 Open Items CEO All-Hands Recognition DEI People of Cloud 2022

Over a 4-year tenure, supported programs and projects delivering $20B+ in global datacenter infrastructure. Developed and implemented the organization's first non-technical governance framework across 5 pillars — overseeing PLC governance, engineering bulletins, and contracts for advanced technology innovation. Promoted three consecutive years (2019, 2020, 2021) in recognition of delivery impact and leadership. Featured on DEI's People of Cloud website and recognized at the CEO's All-Hands in February 2022.

First Non-Technical Governance Framework: Developed and implemented the organization's first governance model spanning 5 pillars — bringing structure to PLC oversight, engineering bulletin management, advanced technology contracts, and cross-functional program delivery across 13+ organizations.
$20B+ in Datacenter Delivery: Supported programs and projects delivering over $20B in global datacenter infrastructure across a 4-year span — overseeing governance, readiness reviews, and executive steering for multi-billion-dollar capital programs.
Change Governance: Designed cross-functional change governance eliminating late cut-ins fleet-wide — reducing open change items from 1,500 to 300 (80% reduction). Still the organizational operating standard today.
Promoted 3× Year-Over-Year: Recognized with consecutive promotions in 2019, 2020, and 2021 for sustained delivery excellence, cross-functional leadership, and governance impact.
Recognized by the CEO & DEI: Featured on DEI's People of Cloud website in 2022 and highlighted at the CEO's All-Hands in February 2022 for exceptional contribution to cloud infrastructure and organizational leadership.

Core Competencies

Business Operations Architecture

I design the operating system organizations run on — OKR frameworks, ROB cadences, executive review structures, dependency management, and XFN alignment mechanisms. Built from zero four times across hyperscalers and AI platform companies. Every system adopted as organizational standard within 90 days of launch.

Technical Program Management at Scale

End-to-end ownership for the most technically complex programs — ML acceleration, datacenter fleet buildout, global infrastructure. Track dependencies across 13+ engineering organizations, surface risk before it becomes crisis, and translate chip-level technical data into executive-ready strategic decisions. Governed a 14M chip program with no prior playbook.

Strategy & Long-Range Planning

Multi-year strategic planning, CapEx and OpEx forecasting, capacity demand modeling, and executive decision-support infrastructure. Managed annual budgets from $70M to $700M+ and directed a $1B+ global portfolio across four continents. I build the strategic scaffolding that lets leadership make confident decisions about the next 3–5 years.

AI-Powered Operational Intelligence

Production-grade automation and intelligence systems built with Gemini, NotebookLM, Looker, BigQuery, and Apps Script — deployed inside a top-tier hyperscaler's highest-priority program. 9-point auditing engine, batch processing pipelines, smart-skip logic, and MoM snapshot architecture. Not prototypes — engineering org dependencies running in production.

Cross-Functional Influence & Alignment

I operate across engineering, finance, legal, supply chain, site ops, and C-suite simultaneously — without direct authority over any of them. I build the shared language, the shared cadence, and the shared operating model that lets 13+ organizations move as one. I earn influence by making complexity disappear for the people working inside it.

Org Design & Team Development

Built organizations from 5 to 2,500+ across three companies. Designed onboarding systems, individual development frameworks, promotion pipelines, and performance architectures that achieve 100% retention and accelerate promotion timelines. Four direct reports promoted in six months — through structured development, not attrition.

Stakeholder Management & Executive Communication

Presents to C-suite and VP-level leadership at hyperscalers regularly. Translates 300,000-row capacity reconciliations into three-slide executive briefs. Has presented in cross-functional forums with $20B+ infrastructure investment decisions on the table. Expert at calibrating information by audience — making complex programs legible to engineers, operators, and executives in the same breath.

Datacenter Delivery & Operations Excellence

Deep execution expertise across the full datacenter lifecycle: site selection, technical due diligence, commissioning, zone activation, fleet-wide change governance, and long-range capacity planning. Delivered datacenter programs across AMS, EMEA, APAC, and LATAM — covering mechanical, electrical, networking, security, and capacity domains. The person who makes delivery happen without the noise.

Projects — Confidential, Code Names Used

Project ATLAS

Capacity Pipeline Intelligence Ecosystem

ML Acceleration Program · Leading Hyperscaler

Delivered & Adopted

Internal Product — Engineering orgs are recurring customers of ATLAS data and reporting

Discovery

Design

Build

Deploy

Running & Adopted

S — Situation

A 14M chip ML acceleration program with no single source of truth. Capacity data lived across disconnected systems — chip forecasts, pod availability, and zone readiness tracked in separate tools with no reconciliation layer. 100+ monthly data collisions were reaching senior leadership as errors, forcing manual correction after the fact. Reporting took 30 days to produce and was already stale on delivery.

T — Task

No dedicated engineering resources. No prior framework. Timeline measured in weeks. My mandate: design and build a system that gives leadership 100% trustworthy, real-time capacity intelligence across 600+ deployment zones and 43,000+ pods — without adding headcount to maintain it. This had to be a product the org could depend on, not a one-time report.

A — Action

Designed and built a 9-point automated auditing engine from zero using Apps Script, Gemini API, NotebookLM, Looker, and BigQuery. Architecture included: batch ingestion of 300,000+ capacity records per cycle, collision detection and deduplication logic, smart-skip processing to eliminate redundant computation, MoM snapshot architecture for trend analysis, and a Gemini-powered synthesis layer that converts raw data into a prioritized deployment decision brief for senior leadership. Integrated directly with existing engineering data pipelines — no new data infrastructure required.

Gemini API NotebookLM Looker BigQuery Apps Script Batch Processing Smart-Skip Logic MoM Snapshots

R — Result

Delivered a production system that the engineering organization now depends on for capacity decisions at scale. Reporting that took 30 days now generates in under 5 minutes — zero manual intervention. Data quality went from error-prone to 100% pristine for every leadership review cycle.

800+

Resource hours returned annually

30d→5m

Reporting cycle time reduction

100+

Data collisions resolved per cycle

300K+

Capacity records reconciled per cycle

Who Uses This

Senior engineering leadership, supply chain, site ops — rely on ATLAS as the single source of truth for all capacity-related deployment decisions. It became the org's capacity intelligence product.

Project SENTINEL

Fleet-Wide Change Governance System

Global Data Centers · Leading Cloud Platform · 6+ Year Organizational Standard

6+ Year Org Standard

Internal Platform — 5 engineering organizations are active users of SENTINEL governance

Discovery

Design

Build

Deploy

Running 6+ Years

S — Situation

Late-stage change requests were disrupting datacenter deployments fleet-wide. Engineering, NPI, Site Ops, Security, and Hardware each operated independently — different processes, different timelines, different risk thresholds. The result: 1,500 open change items with no clear owner, no resolution path, and mounting risk to $20B+ in committed infrastructure investment. Physical hardware changes to the fleet had no governance layer.

T — Task

Design and implement a cross-functional change governance model that unified 5 engineering organizations under a single operating cadence — without formal authority over any of them. The system had to be durable enough to become the organizational standard, and simple enough that 5 different engineering cultures would actually adopt it.

A — Action

Designed SENTINEL from first principles: mapped all change types across 5 organizations, identified collision points and late cut-in patterns, designed a unified change classification framework with clear ownership gates, SLA definitions, and escalation pathways. Built the weekly review cadence, the dependency tracking system, and the integration layer that connected Engineering, NPI, Site Ops, Security, and Hardware workflows into one synchronized operating model. Governed physical hardware changes fleet-wide — not just software processes. Ran the launch change management program to drive adoption across all 5 orgs simultaneously.

Change Classification Framework SLA / SLO Design P0 Escalation Architecture 5-System Integration Fleet Governance

R — Result

SENTINEL became the organization's change management platform — the system all 5 engineering orgs use to govern fleet-wide changes. Six years later, it is still the operating standard. What began as a crisis response became permanent infrastructure.

80%

Reduction in open change items

1,500→300

Open items resolved

$20B+

Infrastructure investment protected

6+ yrs

Still operating standard

Who Uses This

Engineering, NPI, Site Ops, Security, and Hardware — all 5 orgs govern fleet-wide changes through SENTINEL. It became the org's change management platform, with investment decision-makers as the downstream beneficiaries.

Project COMPASS

Zero-to-One Business Operations Architecture

Global AI Platform Company · Built in <90 Days · Adopted by 12+ Partner Teams

Globally Adopted

Internal Operating System — 12+ partner teams run their business on COMPASS frameworks

Discovery

Design

Build

Deploy

Adopted Globally

S — Situation

A $1B+ global infrastructure organization scaling rapidly with no operating model. No OKRs. No ROB cadence. No escalation pathways. No SLA standards. No performance frameworks. The Head of Infrastructure needed a business operations partner who could build the entire system from zero — with no template, no precedent, and a team that was already stretched thin across four continents.

T — Task

Design and implement the full operating architecture for a $1B+ organization — from strategic planning and OKR design to weekly ROB cadences, SLA/SLO instrumentation, P0 escalation pathways, and executive dashboards. Build it in under 90 days, make it adoptable by 12+ partner teams globally, and ensure it scales with the organization as headcount and portfolio grow.

A — Action

Designed COMPASS as a complete operating system: OKR frameworks tied to business outcomes (not activity metrics), weekly ROB cadences that surfaced dependencies before they became blockers, SLA/SLO standards with defined ownership and measurement criteria, P0 escalation pathways with clear triggering criteria and resolution timelines, and executive dashboards that gave leadership real-time visibility into program health across the portfolio. Ran the adoption program across 12+ partner teams — built the training, the change management, and the rollout sequencing to ensure uptake without forcing compliance.

OKR Framework Design ROB Architecture SLA / SLO Instrumentation P0 Escalation Design Executive Dashboard Change Management

R — Result

COMPASS became the organization's operating system — the framework 12+ partner teams use to run their business. Built zero-to-one in under 90 days. The org went from no operating model to a globally adopted standard without disrupting delivery.

45%

Reduction in time-to-resolution

12+

Partner teams adopted globally

<90d

Zero-to-one build timeline

Direct reports promoted in 6 months

Who Uses This

12+ global partner teams run their weekly business rhythm, escalation processes, and strategic planning on COMPASS. It became the org's operating system — with the Head of Infrastructure and partner team leads as the primary customers.

Project MERIDIAN

Global Infrastructure Due Diligence Framework

Global AI Platform Company · 80+ Sites · AMS · EMEA · APAC · LATAM

Organizational Standard

Internal Evaluation Product — Investment decision-makers use MERIDIAN to assess every new site

Discovery

Design

Build

Deploy

Org Standard

S — Situation

A $1B+ global datacenter portfolio with no standardized site evaluation process. Every assessment was bespoke, subjective, and inconsistent across regions — AMS, EMEA, APAC, and LATAM each operating with different evaluation criteria, different cycle times (up to 90 days), and different risk thresholds. Leadership had no reliable, comparable signal to make infrastructure investment decisions across 80+ sites globally.

T — Task

Design the organization's first structured global due diligence framework — one that could evaluate any site, in any region, across all technical and business dimensions, with a consistent scoring methodology that gave leadership comparable, investment-grade data. The framework had to work across 8 distinct technical domains and be deployable by any team member in any geography without specialized expertise.

A — Action

Designed MERIDIAN as an 8-domain evaluation framework — the first to integrate all technical and business dimensions into a single structured assessment:

① Mechanical — HVAC, cooling infrastructure, structural integrity
② Electrical — power redundancy, UPS systems, generator capacity
③ Networking — fiber routes, carrier diversity, latency
④ Security — physical access, perimeter, compliance posture
⑤ Capacity — power density, scalability, whitespace availability
⑥ Operations — site readiness, commissioning timeline, local ops capability
⑦ Finance — CapEx modeling, OpEx projections, IRR assumptions
⑧ Legal — land rights, zoning, regulatory compliance, permit status

Built the scoring methodology, the evaluation playbook, and the training program. Deployed across AMS, EMEA, APAC, and LATAM simultaneously.

8-Domain Evaluation Site Scoring Methodology Commissioning Readiness CapEx / OpEx Modeling Technical Due Diligence Global Deployment

R — Result

MERIDIAN became the organization's site evaluation product — the tool investment decision-makers use before committing capital to any new site globally. Evaluation cycle cut by 84%. Now the standard for all infrastructure investment decisions across a $1B+ portfolio.

90→14d

Evaluation cycle reduction

80+

Sites evaluated globally

$1B+

Portfolio governed by framework

Continents · 8 technical domains

Who Uses This

Infrastructure investment decision-makers, site acquisition teams, and regional ops leaders across AMS, EMEA, APAC, and LATAM — rely on MERIDIAN to evaluate every new site before capital is committed. It became the org's site evaluation product.

Thriving in Ambiguity

Ambiguity is where I do my best work. The problems I'm most proud of are the ones nobody had solved before — no owner, no framework, no answer. Here's how I approach them.

Scenario 01 · No Framework

When there's no playbook, I write one.

Every governance system I've built started with a blank page. The first Global Data Centers PMO. The first structured site evaluation framework. The first ML capacity pipeline architecture. I don't wait for a template — I study the problem, map the stakeholders, find the constraint, and design the minimum viable structure that unlocks momentum. Discovery is the first phase I run every time.

→ Three organizational standards built from zero. All still in production use.

Scenario 02 · No Authority

When I have no authority, I build alignment.

Change governance across 5 engineering orgs. Capacity alignment across supply chain, site ops, and finance. ROB design across 12+ partner teams. None reported to me. I earn influence by making people's work easier — by building the operating structure they didn't know they needed, and by being the person who makes ambiguous problems legible. Authority follows clarity.

→ 80% reduction in open change items across 5 orgs with zero formal authority.

Scenario 03 · No Data

When the data doesn't exist, I build the system to generate it.

A 14M chip program with no reliable single source of truth. 300,000+ capacity records across disconnected systems. 100+ monthly data collisions reaching leadership as errors. I built the auditing system, the validation logic, and the automated pipeline that turned noise into signal — and gave leadership the data quality their decisions required. If the data doesn't exist, build the infrastructure.

→ 100% pristine data delivered to senior leadership every cycle. 800+ hours returned annually.

Scenario 04 · No Timeline

When urgency is unclear, I create the cadence.

The hardest programs aren't ones with aggressive deadlines — they're the ones where urgency isn't felt yet. I build the rhythm of business that surfaces risk early, creates the right decision points, and forces the right conversations before problems become crises. I design cadences that make organizations faster without making them feel rushed. Cadence is how you manufacture urgency without manufacturing stress.

→ 45% reduction in time-to-resolution through designed escalation and review cadences.

JulieNguyen

Let's buildsomething great.

Julie
Nguyen

Let's build
something great.