# Daniel Nisbet > Sr. Software Engineer at Adobe Location: San Francisco Bay Area, United States Profile: https://flows.cv/danielnisbet ## Work Experience ### Sr. Software Engineer - AI/ML Applications @ Adobe Jan 2023 – Present | San Jose, California, United States Building the ML backend for generative AI advertising product. Current responsibilities include: • Experimentation for LLM model output quality. • ML observability design and development. • API design and development. ### Software Engineer - ML Advertising Products @ Adobe Jan 2021 – Jan 2023 | San Jose, California, United States • Developed machine learning advertising service which combines multi-touch attribution and marketing mix modeling via transfer learning. • Implementing multitenant model configuration and Snowflake to Databricks data ETL. • Reduced advertising ROI prediction times by 80% by guiding migration to real-time deployment service. • Instrumented key performance metrics to monitor the health of thousands Databricks jobs running daily. ### Software Engineer - Search Advertising Products @ Adobe Jan 2018 – Jan 2021 | San Francisco Bay Area Developed data ingestion pipelines and SQL driven custom reporting service. • Created component responsible for applying row transformations and converting data to parquet format. • Designed and implemented secrets storage for Kubernetes-hosted microservice. • Streamlined developer and staging deployment with environment bootstrapping scripts. • Lead maintenance and support for a product that manages millions of search ads from product sheets. • Reduced service downtime by adding Slack-integrated monitoring using Prometheus and Grafana. ### Software Engineering Intern @ Wayfair Jan 2017 – Jan 2017 | Greater Boston Area I created a bulk metadata editor integrated into a complex metadata schema to compile millions of image tags. This metadata editor leveraged React.js and optimized SQL queries to provide a high performance user interface and back-end. Afterwards, I implemented a video deduping algorithm prior to video crunching to save storage overhead. ### Software Engineering Intern @ Wayfair Jan 2016 – Jan 2016 Worked in a fast paced team of developers to enhance a web service that optimizes shipping logistics. Improved business workflow by creating an intranet tool that provides administrators the ability to analyze freight shipping logistics. Streamlined troubleshooting by extending the logging system to output session specific logs. ### Web Development Intern @ Table Tennis Store Jan 2015 – Jan 2015 | Pleasantville, NY As a web development intern for a family owned business, I provided back end e-commerce solutions. This was chiefly business logic developed in the IBM WebSphere Commerce Platform. ### Research Assistant @ Vashishth Lab Jan 2014 – Jan 2015 | Rensselaer Polytechnic Institute in Troy, NY I worked as an assistant to Grazyna Sroga, investigating the proteomics of non-collagenous bone proteins. I followed through all stages of the experiments. I learned the working principles of ELISA, a proteomic immunoassay. I independently conducted bone sample sectioning, cleaning and laser capture microdissection. In addition to performing the experiments independently, researchers from Germany sent micrometer-thick bone samples for laser microdissection to our lab since the machinery was not available in their own lab. Since I had training with that machine, I performed the microdissection for the foreign team propelling their research forwards ## Education ### Master of Engineering - MEng in Electrical Engineering and Computer Sciences University of California, Berkeley ### Bachelor’s Degree in Electrical Engineering and Biomedical Engineering Rensselaer Polytechnic Institute ### Electrical and Electronics Engineering Affiliate Student UCL ### High School Irvington High School ## Contact & Social - LinkedIn: https://linkedin.com/in/daniel-a-nisbet --- Source: https://flows.cv/danielnisbet JSON Resume: https://flows.cv/danielnisbet/resume.json Last updated: 2026-03-29