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Co-Founder at Petra Security. Prev @abnormal-security. Duke '22 CS + Math
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Petra Security
Data Scientist
June 19, 2026 – Present
bregman_power_kmeans
August 26, 2021 – September 5, 2022
power k-means clustering with bregman divergences
View Projectgans
August 16, 2021 – August 17, 2021
A TF library built for quickly prototyping and testing GAN variants
View Projectavellal14.github.io
August 31, 2020 – September 10, 2022
avellal14.github.io — GitHub repository
View ProjectBBD_Pipeline
June 18, 2020 – January 14, 2021
Code for deep learning pipeline used to analyze digital biopsy images of benign breast disease patients
View ProjectGenerating-Fashion-Image-Data-with-Variational-Autoencoders
April 26, 2020 – April 26, 2020
Generating-Fashion-Image-Data-with-Variational-Autoencoders — GitHub repository
View ProjectStrokeSense
September 11, 2019 – September 11, 2019
Python-based iOS application for stroke detection, submitted to HackDuke 2018
View Projectdeep-thyroid-nodules
March 23, 2018 – March 19, 2023
Deep learning for detection and malignancy estimation of thyroid nodules in ultrasound images
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards data science and machine learning, aligning with a Data Scientist role. However, the projects are all personal and lack diversity in team collaboration or real-world business impact, which might indicate a need for further assessment on collaborative work and product-oriented thinking. The single listed professional experience is current but lacks details on responsibilities or achievements.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.