Jonathan Mcfadden Email & Phone Number

Kirkland, WA, US

Issaquah, WA, US

* Led project to create NLP dataflows to do aspect-based sentiment analysis on incoming data. * Wrote a multiple LLM powered chatbots to answer questions regarding the above NLP project, allowing the product safety team to more easily dive into the details of the data. * Wrote a multi-vector, time-decaying vector-DB RAG to consume the most relevant data.

Issaquah, WA, US

* Leading member of department-wide technical review board that approves all production changes. * Developing training materials for other Data Scientists; specifically, with respect to SDE best practices, full Data Science Lifecycle requirements (EDA to Model monitoring), coding style standards, git usage, CI/CD & MLOps, Pull Request review process, and.

Issaquah, WA, US

- Worked on projects including data collection and analysis for supply chain issues- Developed Data Science and MLOps Architecture for new Data Science team- Coordinated and assisted with build out of Azure cloud infrastructure to enable the previously designed MLOps Architecture- Worked with Data Engineering and Data Warehousing teams to make data.

Issaquah, WA, US

- Developed a complete MLOps framework, infrastructure, tooling, and process for deploy machine learning models to production. This leveraged Azure DataBricks, Azure Data Factory, and Azure DevOps, and included configuring repository management, setting up automated test frameworks, devising & documenting processes, and creating deployment pipelines for.

Issaquah, WA, US

- Developed a complete MLOps framework, infrastructure, tooling, and process for deploy machine learning models to production. This leveraged Azure DataBricks, Azure Data Factory, and Azure DevOps, and included configuring repository management, setting up automated test frameworks, devising & documenting processes, and creating deployment pipelines for.

Issaquah, WA, US

- Worked on projects including data collection and analysis for supply chain issues- Developed Data Science and MLOps Architecture for new Data Science team- Coordinated and assisted with build out of Azure cloud infrastructure to enable the previously designed MLOps Architecture- Worked with Data Engineering and Data Warehousing teams to make data.

Issaquah, WA, US

Creating Informatica pipelines, loading/processing data in ADLS to Delta Tables, slinging Scala & PySpark for Databricks, and any/all other ETL/ELT tasks you could every want a DE to do.* carried out significant work from my previous role while they found people to replace me.

Issaquah, WA, US

Support existing Splunk deployments, work on creating/transitioning to new Splunk deployments, misc. data science & data engineering projects, cloud & infrastructure architecture projects, Linux & Windows administration, system optimization, development of various monitoring systems in & out of Splunk, and more

Issaquah, WA, US

Support existing Splunk deployments, work on creating/transitioning to new Splunk deployments, misc. data science & data engineering projects, cloud & infrastructure architecture projects, Linux & Windows administration, system optimization, development of various monitoring systems in & out of Splunk, and more

Issaquah, WA, US

Sciencing the data, analyzing DB2 & Oracle log data, and writing “Splunk Lite” for. from scratch in <3 months by myself.

Auburn, AL, US

- Decided what material to cover in course and devised corresponding course schedule- Prepared and delivered lectures- Created new and/or assigned existing homework problems and labs- Instructed lab TAs what to cover for recitation and what to give for in-lab quizzes.- Worked with lab manager to fine tune labs and recitations.- Created homework solutions.

Auburn, AL, US

- Conducted recitation and lecture. Including reviewing material covered in the week’s lectures, demonstrating/presenting problem solutions to students, leading student problem solving sessions, and guiding both individual students and groups of students through solving problems and preparing to present their solutions. - Supervised student labs for.

Supervised a staff of 15 people. - Scheduled guards, checked and submitted time cards- Conducted personnel evaluations- Lead weekly staff meetings and training sessions- Devised and carried out a training program for the pool staff. Including water rescue, spinal management, basic patient management, CPR, first aid, preparation for and coordination with.

Doctor Of Philosophy - Phd, Computer Science

Master’S Degree, Computer Science

Master Of Science (Ms), Physics

Master Of Science (Ms), Applied Mathematics

Bachelor Of Science - Bs, Engineering Physics/Applied Physics

Bachelor Of Science - Bs, Electrical And Electronics Engineering

Bachelor Of Science (Bs), Mathematics

Bachelor Of Science (Bs), Physics

High School Diploma