I am a Senior Software Engineer specializing in ML infrastructure and distributed systems that power production AI platforms. My work spans synthetic data generation, LLM evaluation, reward systems, and agent frameworks enabling scalable, context-aware AI workflows.

2024 — NowAmazonSoftware Engineer

2024 — Now

New York, NY

Advertiser facing AI Agent Infrastructure

Synthetic Data Generation for Post-Training (SFT)

LLM Evaluation and RL Infrastructure

2023 — 2024Aryn AISoftware Engineer (Founding Team)

2023 — 2024

Mountain View, CA

The Design of an LLM-powered Unstructured Analytics System : https://arxiv.org/abs/2409.00847

AI-powered document processing engine : https://github.com/aryn-ai/sycamore

2020 — 2023Amazon Web Services (AWS)Software Engineer

2020 — 2023

Palo Alto, CA

Optimization of Iceberg tables on AWS LakeFormation : https://docs.aws.amazon.com/lake-formation/latest/dg/data-compaction.html

2019 — 2019FlippSoftware Engineer Intern

2019 — 2019

Toronto, Ontario, Canada

Developed a digital publishing platform using Apache Kafka, Node and TypeScript

2019 — 2019CitiSoftware Engineer Intern

2019 — 2019

Toronto, Ontario, Canada

Worked in the Capital Markets Origination Group integrating several micro-services with Apache Kafka by writing a common library in order to adhere to an event-driven architecture

Technologies: Git, Java, Spring Boot, Oracle, Apache Kafka, JUnit, Cucumber and Gherkin

Education

2012 — 2019

University of Toronto

Bachelor of Applied Science (BASc)

2012 — 2019

Experience+

Education

Bachelor of Applied Science (BASc)