MSCF student at CMU
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Assessing your cultural and operational fit
detecting-market-regime-changes
February 3, 2023 – February 28, 2023
Use hidden Markov models to label regimes on S&P 500 data, train three classifiers (naive Bayes, logistic regression, and support vector machines) to predict regimes with the intent of improving an existing trading strategy
View Projectpca-analysis
August 24, 2022 – August 25, 2022
Analyze principal components in the yields of US Treasury securities
View Projectdatastax-holiday-hackathon
December 28, 2020 – January 18, 2021
datastax-holiday-hackathon — GitHub repository
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a diverse range of interests, including data science, IoT, and hackathon participation, which suggests adaptability and a willingness to explore different technical domains. However, the projects are predominantly personal and lack details on team collaboration or impact, making it difficult to fully assess cultural fit for a senior role. The target role is Data Scientist, and while there are relevant projects, the overall breadth of technologies (Java, JavaScript, Ruby, Dart, Objective C) suggests a generalist background rather than a deep specialization in data science for a senior position.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.