Case study
Improving Sprint Predictability Through Capacity-Based Planning
Improved sprint reliability by intentionally planning below full capacity, allowing teams to absorb unexpected work without jeopardizing commitments.
Lens
Improving release quality, production stability, testing, and deployment workflows.
Case study
Improved sprint reliability by intentionally planning below full capacity, allowing teams to absorb unexpected work without jeopardizing commitments.
Case study
Converted commonly used mobile functionality into reusable components supported by documentation and a demo application, improving consistency and accelerating delivery.
Case study
Improved the reliability of engineering quality metrics by aligning day-to-day workflows with how performance was measured, ensuring the team's efforts were accurately represented in leadership reporting.
Case study
I joined the project to help resolve defects and quickly realized that many of the challenges affecting delivery had little to do with technology itself. By gradually taking ownership beyond my assigned responsibilities, I helped improve release coordination, strengthen communication between stakeholders, and create a more predictable delivery process.
Case study
Built a hybrid AI-powered CV matcher that combined privacy-focused local LLM execution with cloud-based task processing. What began as a personal productivity tool evolved into designing reliable asynchronous workflows using AWS queues and distributed workers.
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Adopted AI-assisted development practices to accelerate delivery, explore new product ideas, and build practical LLM-enabled applications.
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Introduced lightweight quality practices during development that reduced downstream defects, improved release quality, and lowered overtime requirements.
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Identified opportunities to replace a custom Immutable.js-based architecture with Redux Toolkit, reducing complexity and improving developer experience.
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Migrated complex D3.js visualizations to Recharts while preserving user experience and improving maintainability.
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Built a lightweight Python application that replaced a Windows/Electron-based kiosk solution, enabling Linux deployments and reducing licensing costs while maintaining the same business functionality.
Case study
Took ownership of release coordination across SIT, UAT, and Production environments, significantly improving release success rates and customer satisfaction.
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Improved performance, maintainability, test coverage, and release reliability for data-heavy React applications.
Case study
Designed and built an AI-powered platform for resume optimization, job matching, and report generation.
Case study
Built backend services, RESTful APIs, MongoDB migrations, and third-party integrations.