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transformer_from_scratch
December 28, 2025 – December 28, 2025
Building transformer from scratch in C++
View Projectsite-reachable-cli
April 15, 2025 – April 17, 2025
Small CLI tool to check if a site is reachable.
View Projecteda_learning
February 5, 2025 – February 5, 2025
Exploratory data analysis, primarily using polars
View ProjectConnectivityAlert
December 26, 2022 – December 26, 2022
Notifies about internet connectivity on Windows
View ProjectCPPSleepSort
December 23, 2022 – December 23, 2022
Modern C++ implementation of Sleep Sort
View ProjectCultural Fit Analysis
The candidate's projects are exclusively personal and heavily focused on low-level programming and system utilities, with some data science applications. While demonstrating strong technical curiosity and initiative, the lack of team projects or diverse domain experience makes it difficult to assess cultural fit for a collaborative Data Scientist role. The projects lean more towards a Software Engineer profile than a pure Data Scientist.
Soft Skills & Operational Fit
The provided data is insufficient to assess soft skills or operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, communication style, or problem-solving approach in a team setting.