Machine Learning Engineer, Adobe

March 2025 – Present

Adobe Firefly

• Adobe Firefly Inference Platform Team

Software Development Engineer, AWS

April 2024 – March 2025

Amazon Translate

• Led the upgrade of core Machine Translation inference image stack: upgraded PyTorch, CUDA, tested accuracy, and deployed to production.
• Co-mentored an intern to explore Amazon Bedrock as a PoC for Machine Translation.
• Co-led expansion of Amazon Translate into new AWS regions.

Amazon Bedrock

• Owned and launched batch inference components, including batch prompt preprocessing workflows.
• Initiated and helped build the GPU resource dashboard, centralizing provisioning metrics and enabling cost tracking via single source of truth.

Software Development Engineer, Amazon

April 2021 – April 2024

• Built internal tools to process and present financial data for fulfillment cost planning.
• Unified architecture to support expansion into capex, opex, and real estate workflows.
• Optimized performance by applying parallelism and moving to serverless queries—cutting runtime from 2h to 5m.
• Enhanced data exchange and export, reducing time from 3h to under 10m.
• Scrum Master: drove agile rituals, improving team velocity by 50% in 6 months.

Software Engineer, Digi International

July 2019 – April 2021

• Worked on embedded Linux-based router systems in a 10-person team.
• Contributed to firmware features (Hotspot, Failover, GPS) and WebUIs / CLI tooling.