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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Google (all views are my own)
Data Scientist
June 27, 2026 – Present
AutonomousVehicles
July 29, 2024 – July 30, 2024
Repository for ML related to Autonomous Vehicles using Roboflow datasets
View ProjectTextSummarizer
July 26, 2024 – July 26, 2024
TLDR - a chrome extension that generates summaries of webpages with power of LLMs and Natural Language Processing
View Projecttflite_to_Json
June 21, 2024 – June 21, 2024
Convert Tensorflow Lite models to json files and back
View Projectquantization
June 3, 2024 – June 11, 2024
custom K-means Quantization for Deep Learning NNs
View ProjectDirectoryManipulator
January 16, 2023 – January 16, 2023
Given a nested directory, create a new reversed version of the nested directory
View ProjectHate-Speech-Recognition
October 10, 2022 – November 23, 2022
Hate-Speech-Recognition — GitHub repository
View ProjectAdversarialSearch
August 31, 2022 – August 31, 2022
This repository is for exploring adversarial search in Artificial Intelligence through games like TicTacToe
View ProjectPCA
August 17, 2022 – May 19, 2024
A deep dive into the Principal Component Analysis Algorithm (ML - unsupervised learning)
View ProjectCultural Fit Analysis
The candidate's personal projects show a strong interest in AI/ML, which aligns with a Data Scientist role. However, the listed experience at Google starting in 2026, combined with an experience level of 0, creates ambiguity regarding their current professional status and cultural fit within a professional team setting. The projects are diverse in ML topics, indicating a broad curiosity.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's experience level is listed as 0, but they also list a current Data Scientist role at Google starting in 2026, which is in the future. This discrepancy makes it difficult to evaluate current operational fit.