Aryaman Gupta

Data Scientist

https://www.opentalent.in/aryaman-gupta-1

Member since June 25, 2026

Key Strengths

Strong background in 3D graphics rendering and simulation, evidenced by projects like 'Realistic-Soft-Shadows' and 'AUV-Simulator'.
Proficiency in C++ and GLSL, critical for high-performance computing and graphics.
Experience with Human Action Recognition using LSTM and skeletal representations, indicating a foundation in machine learning and computer vision.
Exposure to distributed systems and in-situ visualization with projects like 'scenery-insitu' and 'LiV-renderer'.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are heavily focused on graphics, simulation, and some machine learning, which aligns partially with a Data Scientist role, particularly in areas like computer vision or scientific data visualization. However, there is a lack of explicit projects or experience in core data science areas such as statistical modeling, data engineering, or business intelligence, which might indicate a gap in direct cultural fit for a typical Data Scientist role. The projects are all personal, which shows initiative but lacks team collaboration context.

Soft Skills & Operational Fit

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

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

layered-icet

January 27, 2025 – June 1, 2025

layered-icet — GitHub repository

View Project

icet-java-wrapper

January 17, 2025 – February 22, 2025

icet-java-wrapper — GitHub repository

View Project

LiV-renderer

September 9, 2024 – October 7, 2025

Distributed volume rendering engine based on the scenery rendering framework

View Project

microscenery

November 15, 2021 – Present

microscenery — GitHub repository

View Project

scenery-insitu

February 26, 2019 – September 20, 2024

A scenery-based application for in situ visualization of OpenFPM-based distributed numerical simulations

View Project

Human-Action-Recognition-with-LSTM

May 10, 2018 – June 11, 2018

A system for Human Action Recognition that uses the scale and body orientation invariant Skeletal Quads representation, with an LSTM network

View Project

AUV-GUI

November 23, 2017 – November 23, 2017

GUIs for display of camera feed, and visualization of vehicle orientation, during vehicle run. Developed for the testing of an Autonomous Underwater Vehicle.

View Project

Human-Action-Recognition

November 21, 2017 – February 27, 2018

Code for skeletal based Human Action Recognition, done as part of my Master's thesis

View Project

AUV-Simulator

November 4, 2017 – September 1, 2024

A simulator used to test control algorithms written for an Autonomous Underwater Vehicle

View Project

Realistic-Soft-Shadows

July 20, 2017 – November 23, 2017

Implementation of realistic and efficient screen space soft shadows for 3D Graphics Rendering with OpenGL

View Project

Key Strengths

Strong background in 3D graphics rendering and simulation, evidenced by projects like 'Realistic-Soft-Shadows' and 'AUV-Simulator'.
Proficiency in C++ and GLSL, critical for high-performance computing and graphics.
Experience with Human Action Recognition using LSTM and skeletal representations, indicating a foundation in machine learning and computer vision.
Exposure to distributed systems and in-situ visualization with projects like 'scenery-insitu' and 'LiV-renderer'.

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.

Aryaman Gupta

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit