
Infinitely effort.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Columbia University
Data Scientist
June 22, 2026 – Present
W4111-Introduction-to-Databases-New
January 2, 2025 – December 4, 2025
Base repository for Donald F. Ferguson's section of W4111-Introduction to Databases at Columbia University
View Project320-TimeSeries-Visualization
September 29, 2022 – December 19, 2022
The purpose of this project is to make creative visualizations of ISO NewEngland's timeseries data so that they can monitor their network.
View ProjectBest-description-on-3-main-features-of-Java-OOP-language-Encapsulation-Inheritance-Polymorphism
August 21, 2021 – August 21, 2021
Due to these three features have a high occurrence rate on interviews from many comps, I decide to summary my knowledge. Encapsulation Inheritance Polymorphism
View ProjectCpp-Computer-room-reservation-system
August 3, 2020 – August 4, 2020
In order to prevent the use of the machine room disorderly, I design this system
View ProjectCultural Fit Analysis
The candidate's projects are primarily academic or personal learning initiatives, which is common for an entry-level profile. The diversity of projects (databases, LLM, time series, enterprise management) suggests a broad interest in technology. However, the lack of professional experience beyond a current role at Columbia University (with a future start date) makes it difficult to fully assess cultural fit in a corporate environment. The target role is 'Data Scientist', and several projects align with this, indicating a potential fit.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.