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Data Scientist
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
ftdalpha.com
University of California, Berkeley
Bachelor of Arts - BA, Mathematics and Statistics
January 1, 2015 – January 1, 2018
Webex
Data Scientist
June 1, 2021 – Present
Symantec
Data Scientist
December 1, 2018 – June 1, 2021
Symantec
Machine Learning and Data Analytics Intern
May 1, 2018 – August 1, 2018
Beat Saber Mapping Generation
July 1, 2024 – Present
Beat Saber, a popular virtual reality rhythm game where players slash blocks to the beat of the music. I developed a neural network model that automatically generates game maps for any song.
Deep Learning Specialization
Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate has experience in data science roles within established companies (Symantec, Webex) and a personal project demonstrating initiative. The target role is 'Computer Vision', which aligns with the candidate's deep learning certification and the neural network project. However, the core experience is in general data science and NLP, not specifically computer vision. This suggests a potential gap in direct domain experience for a senior computer vision role, which might impact cultural fit if the role requires immediate, deep expertise in CV. The candidate's background in mathematics and statistics provides a strong analytical foundation.
Soft Skills & Operational Fit
The candidate's resume indicates experience in problem-solving and optimization, suggesting strong analytical and operational skills. The description of the Symantec role implies an ability to work with diverse data sources and build systems, which points to good project execution capabilities. However, without specific soft skill assessments or interview data, a comprehensive evaluation of soft skills and operational fit is limited.