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Assessing your cultural and operational fit
SpeedyApply
Data Scientist
June 27, 2026 – Present
openapi-to-mcp
April 9, 2026 – Present
Generate a minimal, Vercel-ready MCP server from an OpenAPI spec.
View Projectsenior-design-tutoring-app
February 9, 2024 – May 16, 2024
senior-design-tutoring-app — GitHub repository
View Projecthealthcare-system
October 27, 2023 – December 4, 2023
Full-stack Healthcare System built with Java Servlets and React
View Projecttiktok
August 27, 2023 – October 20, 2023
iOS/Android TikTok clone built using React Native, Expo, TypeScript, Firebase, and Redux.
View Projectportfolio
July 13, 2023 – November 2, 2023
This is my personal portfolio made with Astro.
View Projectportfolio-blog
January 19, 2023 – Present
Next.js personal portfolio/blog site where a site owner can showcase their work and experiences.
View Projectmate-match
December 8, 2022 – April 19, 2024
This full-stack web application allows users to find new roommates tailored to their preferences.
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and web-development focused, with one machine learning project. While the target role is 'Data Scientist', the majority of projects do not directly align with typical data science responsibilities (e.g., advanced statistical modeling, large-scale data processing, specific ML algorithms beyond basic exposure). The current role as 'Data Scientist' at SpeedyApply is noted, but no details on responsibilities or achievements are provided. This suggests a potential mismatch in demonstrated project experience versus the target role's core requirements.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.