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CE student
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Assessing your cultural and operational fit
manishemirani.github.io
September 7, 2025 – September 7, 2025
manishemirani.github.io — GitHub repository
View ProjectNLP-lib
June 9, 2022 – September 10, 2022
Unfinished library for the NLP tasks using Jax and flax
View ProjectDEQ-Mnist
January 4, 2022 – March 12, 2022
Implementing Deep Equilibrium model on the Mnist dataset using Jax and Flax
View ProjectWord2Vec_Persian
July 20, 2021 – October 20, 2022
Skip-gram algorithm on a Persian dataset
View Projectpix2pix_google_maps
May 31, 2021 – February 16, 2022
Converts satellite images to map images using pix2pix models
View ProjectSeq2Seq-picture
May 17, 2021 – September 11, 2021
Seq2Seq addition task that implemented on pictures
View ProjectCultural Fit Analysis
The candidate's projects are heavily focused on machine learning and natural language processing, primarily using Python. This indicates a strong interest in data science and AI domains. However, the target role is 'Frontend Developer', which represents a significant mismatch with the demonstrated project experience. There is very limited evidence of frontend development skills (only one project with HTML). This suggests a potential misalignment with the cultural and technical needs of a frontend team.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.