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Assessing your cultural and operational fit
Image-segmentation-on-CAMVID
June 6, 2021 – June 6, 2021
Image segmentation using fastaiv2
View ProjectChest-X-Ray-Classification
June 5, 2021 – June 5, 2021
Detect whether a personn is suffering from pneumothorax or not
View ProjectMusic-Genre-Classification
May 10, 2021 – May 10, 2021
Music Genre Classification using spectrogram of the audio signal.
View ProjectFace-mask-detection
January 26, 2021 – January 28, 2021
In this repository, deep learning used to detect whether the person is wearing a mask properly, or not.
View ProjectArt-Generation-using-neural-style-tranfer
January 19, 2021 – February 17, 2021
This repository contains notebook for neural style transfer.
View ProjectSpeech-text-summarizer
December 22, 2020 – August 12, 2021
This projects aims at summarizing speech using Mozilla's DeepSpeech Speech to text API
View ProjectText-summarization-
December 22, 2020 – December 22, 2020
This repo contains a notebook that performs text summarization using LSTM and attention mechanism.
View ProjectGroup-Meeting-Projects-Questions
February 2, 2020 – January 24, 2022
Group-Meeting-Projects-Questions — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards individual exploration and learning in the data science domain. The diversity of projects (image classification, text summarization, chatbot, music genre classification) indicates a broad interest in different ML/AI applications. However, the lack of team-based projects or contributions to open-source initiatives makes it difficult to assess collaboration and cultural fit in a team environment. The projects are well-aligned with a Data Scientist role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.