Joel Mathew Cherian

Data Scientist

https://talent.gravityer.com/joel-mathew-cherian

MSCS Student @ GeorgiaTech | BTech @ NITC

GeorgiaTech

Key Strengths

Demonstrated proficiency in Python, C++, and various build tools (CMake, Meson, Makefile), which are foundational for data science and high-performance computing.
Experience with compiler design (apl-llvm) and sparse tensor programming (finch-tensor-lite, finch-tensor) indicates a strong understanding of low-level optimization and numerical computing, highly relevant for advanced data science.
Exposure to Quantum Computing (Quantum-Computation-Project) shows an interest in emerging computational paradigms.
The 'Optimize Matmul!' project directly aligns with performance-critical aspects of data science, such as optimizing linear algebra operations.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are predominantly personal and academic, showcasing a strong drive for self-directed learning and exploration across various technical domains (compilers, game development, web backend, scientific computing). This indicates a potential for intellectual curiosity and initiative. However, the lack of team-based or open-source contributions makes it difficult to assess collaboration and broader cultural fit within a professional team setting. The diverse technology stack suggests adaptability, but also a potential lack of deep specialization in a single area relevant to the target role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, problem-solving approaches, or communication style.

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Projects

Homework1

January 17, 2026 – Present

Optimize Matmul!

View Project

apl-llvm

December 15, 2025 – Present

APL Compiler built using LLVM

View Project

Project-Capital-Backend

September 27, 2025 – September 28, 2025

Backend portion of the HackGT Project

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project-capital

September 27, 2025 – September 29, 2025

HackGT12

View Project

rusty-rook

July 21, 2025 – December 28, 2025

CLI Chess game built in Rust

View Project

finch-tensor-lite

April 25, 2025 – Present

Sparse Tensor Programming in Pure Python

View Project

finch-tensor

December 8, 2023 – Present

Sparse Tensor Programming in Python powered by Finch.jl

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Quantum-Computation-Project

November 18, 2022 – November 29, 2022

Course project for S7 Quantum Computing course in NITC.

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flutter-101-live

December 21, 2021 – December 22, 2021

flutter-101-live — GitHub repository

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Flutter-101-Concepts

December 18, 2021 – December 21, 2021

Flutter 101 Concepts Repo

View Project

Key Strengths

Demonstrated proficiency in Python, C++, and various build tools (CMake, Meson, Makefile), which are foundational for data science and high-performance computing.
Experience with compiler design (apl-llvm) and sparse tensor programming (finch-tensor-lite, finch-tensor) indicates a strong understanding of low-level optimization and numerical computing, highly relevant for advanced data science.
Exposure to Quantum Computing (Quantum-Computation-Project) shows an interest in emerging computational paradigms.
The 'Optimize Matmul!' project directly aligns with performance-critical aspects of data science, such as optimizing linear algebra operations.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Joel Mathew Cherian

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit