Bogdan Nicula
Backend EngineerApplied Scientist at Amazon Lab126
Amazon Lab126
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Applied Scientist at Amazon Lab126
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
University POLITEHNICA of Bucharest
Doctor of Philosophy - PhD, Computer Science
January 1, 2018 – October 1, 2023
University POLITEHNICA of Bucharest
Master of Science (M.Sc.), Artificial Intelligence
January 1, 2015 – January 1, 2017
University POLITEHNICA of Bucharest
Bachelor of Engineering (B.E.), Computer Science
January 1, 2011 – January 1, 2015
National High School "Radu Negru" Fagaras
Bacalaureat, Mathematics and Informatics
January 1, 2007 – January 1, 2011
Amazon Lab126
Applied Scientist
October 1, 2024 – Present
Xperi Inc.
Staff Machine Learning Researcher
April 1, 2021 – October 1, 2024
Xperi Inc.
Senior Machine Learning Researcher
March 1, 2020 – April 1, 2021
Xperi Inc.
Machine Learning Researcher
June 1, 2018 – March 1, 2020
Gameloft
Machine Learning Engineer
May 1, 2017 – June 1, 2018
Bucharest, Romania
Softwire
Software Developer
July 1, 2015 – May 1, 2017
Bucharest, Bucharest, Romania
Adobe
Junior Analyst
July 1, 2014 – September 1, 2014
Bucharest, Bucharest, Romania
Politehnica University of Bucharest
Undergraduate Teaching Assistant
October 1, 2013 – June 1, 2015
Bucharest, Bucharest, Romania
TeamNet
Computer Scientist Intern
July 1, 2013 – September 1, 2013
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
Coursera
June 24, 2026 – Present
Neural Networks and Deep Learning
Coursera
June 24, 2026 – Present
Structuring Machine Learning Projects
Coursera
June 24, 2026 – Present
Cultural Fit Analysis
The candidate's career path is heavily focused on Machine Learning and Artificial Intelligence research, with a strong academic background in these fields. While this demonstrates deep technical expertise, the target role is 'Backend Engineer'. There is a potential mismatch in direct experience for a pure backend engineering role, which typically emphasizes distributed systems, API design, database management, and core software engineering principles beyond ML model deployment. The diversity of projects is not provided, making it difficult to assess breadth of experience outside of ML research. The candidate's experience as a Software Developer at Softwire indicates some foundational backend skills, but the majority of their recent experience is not directly aligned with typical backend engineering responsibilities.
Soft Skills & Operational Fit
The candidate's resume indicates a strong academic background and progression in research roles, suggesting analytical thinking and problem-solving skills. However, without psychometric test results or project descriptions, it is difficult to assess specific soft skills like teamwork, communication clarity, or stress handling. The operational fit for a Backend Engineer role is not directly evident from the ML/AI focused experience.