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Senior ML Engineer at The Knot Worldwide
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Required background: my brain likes to categorize our team into Marvel heros--mostly Avengers. For reference: I LOVE Loki, and am not really fan of Captain America. I always kinda think Bruce Banner is a good fit for you because of the brilliant scientist + Hulk-smash combination, but ... last night while watching Loki I realized: you are Loki! All the powers, all the snark, and a hard candy shell obscuring this compassionate giving person that is like why is everything such a shit show?
University of Maryland Baltimore County
Bachelor of Science (B.S.), Computer Science
January 1, 2012 – January 1, 2015
University of Maryland Baltimore County
BS Financial Economics; BS Computer Science, Computer Science
January 1, 2006 – January 1, 2015
The Knot Worldwide
Senior Machine Learning Engineer
July 1, 2024 – Present
Atos zData
Senior Data Scientist
April 1, 2020 – July 1, 2024
Miner & Kasch
Data Scientist
April 1, 2018 – April 1, 2020
Miner & Kasch Data Science
Senior Data Scientist
April 1, 2018 – April 1, 2020
Reality AI
Lead AI Engineer
November 1, 2017 – April 1, 2018
Reality AI
Artificial Intelligence Engineer
January 1, 2016 – April 1, 2018
Reality AI
Artificial Intelligence Engineer
January 1, 2016 – January 1, 2016
Reality AI
Artificial Intelligence Engineer
January 1, 2016 – January 1, 2016
Leelynn's Dining Room and Lounge
Bartender and Server
May 1, 2012 – September 1, 2015
Ellicott City, MD
Liberty Tax Service
Manager
January 1, 2009 – April 1, 2012
Catonsville, MD
Certified Project Manager
WeWorked.com
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has a consistent career path in AI/ML/Data Science, indicating a strong interest and commitment to the field. The diversity of companies (startups like Reality AI, consulting like Miner & Kasch, larger enterprises like Atos zData, and product-focused like The Knot Worldwide) suggests adaptability to different work environments. The long tenure at Atos zData (4 years) and Miner & Kasch (2 years) indicates stability. The target role of Machine Learning Engineer aligns perfectly with the candidate's recent experience and career trajectory.
Soft Skills & Operational Fit
The candidate's resume provides limited information regarding soft skills and operational fit. While previous roles as 'Manager' and 'Lead AI Engineer' suggest leadership and coordination abilities, specific examples or descriptions are lacking. The 'Bartender and Server' and 'Manager' roles indicate customer service and organizational skills, but their direct relevance to a senior ML engineering role's operational fit is indirect.