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Assessing your cultural and operational fit
Data Scientist
June 13, 2026 – Present
aapoorv-tf.github.io
April 12, 2025 – June 15, 2025
aapoorv-tf.github.io — GitHub repository
View Projectsentinel-tree-segmentation
December 1, 2023 – December 20, 2023
Code for downloading, pre-processing sentinel images to train model for tree segmentation.
View ProjectAbnormal-to-Normal-Brain-MRI-translation-using-Cycle-Consistent-Adversarial-Loss
April 20, 2022 – April 22, 2022
Using CycleGAN architecture with a problem specific custom loss to translate an MRI scan of brain containing tumor to its normal counterpart and vice versa via the cycle consistency, in order to address the issue of data scarcity in medical imaging
View ProjectAbstractive-Summarizer-using-Seq2Seq-LSTM-architecture
October 8, 2021 – October 17, 2021
Information Retrieval Project on Abstractive Summarization using Sequence to Sequence LSTM architecture
View Projectquantum-image-edge-detection
September 1, 2021 – September 1, 2021
quantum-image-edge-detection — GitHub repository
View Projectvqe-molecule-ground-state-energy-simulator
September 1, 2021 – September 1, 2021
vqe-molecule-ground-state-energy-simulator — GitHub repository
View ProjectDepression-Detection
February 14, 2021 – March 14, 2021
Detection of tweets indicative of Depression using Hybrid CNN-LSTM model.
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards research-oriented and cutting-edge AI/ML applications, which could align with an innovative culture. However, the lack of team-based projects or diverse work experiences makes it difficult to fully assess cultural fit. The target role is 'Data Scientist' and the candidate has a future role listed at Google as 'Data Scientist', which indicates alignment with the role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.