AI-Assisted Operational Quality
Focus: AI-assisted workflows, validation, review, operational quality
Co-developed AI-assisted validation workflows to support technical and content review processes, reducing repetitive manual effort and helping teams identify issues more consistently before release.
The focus is practical rather than experimental: applying AI to improve review speed, documentation quality, development analysis, and operational consistency in real production workflows.
Engineering Delivery Recovery
Focus: team leadership, delivery discipline, stakeholder trust
Coordinated small development teams through periods of delivery inconsistency, unclear priorities, or low stakeholder confidence, helping restore direction, execution rhythm, and client trust.
The work involved understanding delivery bottlenecks, clarifying priorities, mentoring developers, improving communication, and aligning technical execution with business expectations.
Remote Dubbing Production Platform
Focus: digital transformation, remote operations, business continuity
Led a small development team in the creation of one of the world's first fully online dubbing production systems, transforming a traditionally studio-based workflow into a remote operational platform.
The project supported a new production model by allowing distributed coordination, remote execution, and business continuity during a critical operational transition. It was not only a software project, but a shift in how a core service could be delivered.
Business-Critical Web Platform Modernization
Focus: platform modernization, production systems, stakeholder alignment
Worked across frontend, backend, databases, and infrastructure to modernize public-facing and internal web systems in a high-traffic news distribution environment.
This includes branded interface modernization, multilingual implementation, production-safe refactoring, interactive pages, internal workflows, database-backed tools, and systems that support client-facing operations.
The work requires balancing long-term modernization with production reliability, content delivery, stakeholder needs, and operational continuity.
Cloud Migration & Infrastructure Cost Optimization
Focus: AWS infrastructure, cost optimization, operational resilience
Planned and supported the migration of business infrastructure from local environments to AWS-based operations, helping create a more scalable and maintainable foundation for critical systems.
The work also included infrastructure cost review and provider negotiation, contributing to a 64% reduction in operational infrastructure costs while preserving the reliability required by business-critical systems.
Workflow Automation & Rework Reduction
Focus: process automation, operational efficiency, quality control
Implemented an internal workflow system that reduced rework by approximately 90%, helping the business move from manual coordination and repeated corrections toward a more structured operational process.
The project required understanding how work moved across people, systems, and decision points, then translating that process into software that improved consistency, accountability, and delivery quality.