Aarash Heydari

Data Scientist

https://talent.gravityer.com/aarash-heydari

Software engineer at Perplexity

Member since June 25, 2026

Key Strengths

Strong foundational knowledge in Python for data manipulation and analysis, evidenced by multiple projects.
Experience with specialized data formats (DICOM) and related tooling, indicating potential for domain-specific data science.
Demonstrated interest in machine learning and algorithms (YouTubeComments, Independent-Weighted-Knapsack, exploration_mdps).
Proactive in personal projects, showcasing self-driven learning and application of skills.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio indicates a strong inclination towards individual, research-oriented work. While this demonstrates initiative, there is insufficient data to assess collaboration skills or fit within a team-oriented data science environment. The projects are diverse in topic but consistently personal, which may suggest a preference for independent contribution over collaborative development. The target role is 'Data Scientist', and the projects align with analytical and algorithmic aspects of this role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Projects

LaTeX-Resume

January 23, 2023 – January 23, 2023

A fantastic LaTeX resume template for software engineers, with my own information filled in.

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dicom-viewer

January 6, 2022 – May 25, 2022

Python modules and scripts that interoperate between data formats and DICOM viewer software

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pyOsirixScripts

December 2, 2019 – December 5, 2019

A widely compatible DICOM-native annotation pipeline with strong support for data visualization was created to facilitate computer vision projects involving 3D cross-sectional data.

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YouTubeComments

March 4, 2019 – September 15, 2019

YouTube Comment-Scraping and ML analysis (arxiv.org/abs/1907.00435)

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exploration_mdps

November 17, 2018 – December 13, 2018

Different approaches for explorations in MDPs

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public

August 8, 2018 – November 11, 2018

public — GitHub repository

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Independent-Weighted-Knapsack

October 20, 2017 – October 20, 2017

This is an approximation algorithm which solves a problem that is a hybrid between two NP-hard problems, Weighted Knapsack and Independent Set.

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Quiver-Graph-Serialization

March 30, 2017 – March 30, 2017

Quiver is a functional graph library in Scala. I started hand-making an interface for serializing and deserializing these graphs. My next step is to incorporate the circe Scala JSON library to be able to reconstruct type data.

View Project

Key Strengths

Strong foundational knowledge in Python for data manipulation and analysis, evidenced by multiple projects.
Experience with specialized data formats (DICOM) and related tooling, indicating potential for domain-specific data science.
Demonstrated interest in machine learning and algorithms (YouTubeComments, Independent-Weighted-Knapsack, exploration_mdps).
Proactive in personal projects, showcasing self-driven learning and application of skills.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

Aarash Heydari

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit