SESEBON

About me

Desederio S. Aguirre Jr.

Delivery Manager, AI Ecosystem · Transformation Strategist

Kuala Lumpur, Malaysia 17+ years

Technology delivery leader spanning software engineering, people leadership and enterprise delivery, now focused on delivering AI programmes at scale. I try to turn technical complexity into something governed and measurable: engineering roots paired with flow-based delivery, portfolio governance and capacity planning, and a people-first habit built on psychological safety and cross-cultural teams.

Core expertise

Delivery leadership

  • AI delivery at enterprise scale
  • AI operating-model design
  • Agile & flow-based (Kanban)
  • Portfolio governance
  • Forecasting & capacity planning
  • Risk & dependency management
  • Executive reporting

Platform & technical

  • Agentic AI delivery pipelines
  • GitHub-first execution
  • MCP / model gateways
  • Azure & Azure DevOps
  • CI/CD
  • .NET Core / C#
  • SQL
  • RESTful APIs
  • Solution architecture

Leadership & stakeholders

  • People leadership & mentoring
  • Senior stakeholder management
  • Cross-cultural teams (MY / PL / DK)
  • Strategic planning
  • Hiring & capability building

Experience

May 2026 – Present

Delivery Manager, AI Ecosystem Platform

Global renewable energy company · Kuala Lumpur

Delivery leadership for the AI ecosystem within the AI, Data & Architecture Tech Platform.

  • AI Operating Model: authored and operate an AI-Driven Operating Model governing multiple agentic delivery squads, defining methodology, delivery lifecycle and topology from concept through production, adoption and value realisation.
  • Portfolio delivery: own demand planning, prioritisation, forecasting and capacity planning across the AI portfolio, applying flow-based delivery and right-sizing over traditional estimation.
  • Governance & reporting: run executive and operational governance (quarterly planning, delivery metrics, risk and dependency management), translating technical delivery into measurable business outcomes.
  • Platform architecture: set the execution strategy (GitHub-first agentic delivery with portfolio-level reporting sync), balancing engineering autonomy against enterprise governance and cost control.
  • Delivery leadership: lead and mentor delivery leads across a multi-squad structure, embedding consistent standards and risk-tiered AI-governance practices.
Jan 2026 – Apr 2026

People Leader, Data Ecosystem

Global renewable energy company
  • Directed a team of 30+ specialists, engineers, architects and product owners across three time zones (MY, PL, DK).
  • Led Cloud Data Platform Engineers, Data Engineers and Data Analysts, building enterprise data delivery familiarity ahead of transitioning into the AI ecosystem role.
Jan 2021 – Dec 2025

Head of Software Engineering

Global renewable energy company
  • Technical strategy and people management for a distributed engineering department.
  • Championed an inclusive, equitable environment through coaching, mentoring and personalised career development, which reduced attrition and lifted morale.
  • Oversaw delivery of value-driven software solutions, holding technical excellence while aligning to organisational goals.
2020 – 2021

Senior Sitecore Developer II / Scrum Master

Global renewable energy company · “Celestial” Agile Release Train
  • Primary technical point of contact bridging SMEs and delivery teams.
  • Facilitated ceremonies, removed impediments and stabilised delivery velocity.
  • Code reviews and pair programming to upskill junior developers.
2019 – 2020

Senior Software Engineer II

Global renewable energy company · “Yggdrasil” Agile Release Train
  • Led development of critical business applications with Sitecore consultants in Denmark.
  • Enforced coding guidelines and architectural practice, reducing technical debt in legacy codebases.
2018 – 2019

Senior Software Engineer I

Global renewable energy company
  • Built and maintained public-facing websites and transactional self-service applications, focused on customer experience and system reliability.
2016 – 2018

Sitecore Architect

Delaware Consulting · Manila / Malaysia
  • Established and scaled Sitecore development capability in the Manila office.
  • Architected the e-commerce platform for QI Group (HK), winner of Sitecore’s “Best E-commerce Experience in Asia”.
  • Deployed onsite to Malaysia to consult for Dong Energy, architecting a public utility site for energy-meter self-service.
2013 – 2016

Web Development Lead

HSBC · Manila / Global
  • Managed a dispersed team across Manila, Guangzhou, Egypt and Sri Lanka, providing technical direction and 24/7 delivery capability.
  • Seconded to London for three months to oversee collaboration with a UK digital agency.
  • Oversaw development of HSBC Business portals for UK, HK, Mexico and US.
2011 – 2013

Senior Web Developer

HSBC · Manila
  • Led enterprise adoption of Sitecore from a Python/Plone legacy; built global liquidity and asset-management portals.
2006 – 2009

Software Engineer / Web Developer

SPI · Manila
  • Built internal automation, XML-conversion tooling and reporting systems on the LAMP stack, Python and VB6.

Education & certifications

2002 – 2006

B.Sc. Computer Science

Polytechnic University of the Philippines, Manila
Certifications

Sitecore

Certified
  • Sitecore XP 7.2 .NET Developer Certification
  • Sitecore Developer Foundation