Subho Ghosh

Data Scientist

https://www.opentalent.in/subho-ghosh

MLE

NousResearch

Key Strengths

Demonstrated proficiency in Python, a core language for Data Science.
Experience with GPU programming (CUDA, Metal) indicates a strong foundation for performance-critical data science tasks.
Exposure to machine learning concepts (e.g., 'Long Context Pre-Training with Lighthouse Attention', 'Diffusion-Kernels').
Experience with Docker for containerization, useful for reproducible research and deployment.
Current role as 'Data Scientist' at NousResearch aligns directly with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's personal projects show a strong interest in cutting-edge areas like GPU kernels, attention mechanisms, and time series feature extraction, which could indicate a proactive and research-oriented mindset. However, the diversity of projects outside of core ML/data science is limited, and the descriptions are brief, making a comprehensive cultural fit assessment challenging. The single professional experience is directly aligned with the target role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

lighthouse-attention

May 2, 2026 – Present

Long Context Pre-Training with Lighthouse Attention

View Project

metal-shader-kernels

April 5, 2026 – Present

Optimized compute kernels for Apple Silicon, written in Metal Shading Language (MSL).

View Project

SimKO

October 20, 2025 – October 20, 2025

Unofficial impl of Simple Pass@K Optimization with triton fused kernels

View Project

blackwell_kernels

September 19, 2025 – Present

A set of blackwell kernels in cuda and cute

View Project

Diffusion-Kernels

January 4, 2025 – April 19, 2025

Kernels for attention and other diffusion specific tasks.

View Project

rustyfresh

June 9, 2024 – June 22, 2024

A Rust-based alternative to tsfresh for time series feature extraction.

View Project

SIH-Backend-Chatbot-Server

September 19, 2023 – October 6, 2023

Backend chatbot server for SIH

View Project

NotionAutomation

July 26, 2023 – August 11, 2023

Notion Automation using Serverless and Notion API

View Project

TerminalPortfolio

June 11, 2023 – February 15, 2024

A portfolio built to give the feel of terminal 🤩

View Project

fintech-api

November 19, 2022 – August 26, 2023

An API that helps you to deal with your financial calculations

View Project

Key Strengths

Demonstrated proficiency in Python, a core language for Data Science.
Experience with GPU programming (CUDA, Metal) indicates a strong foundation for performance-critical data science tasks.
Exposure to machine learning concepts (e.g., 'Long Context Pre-Training with Lighthouse Attention', 'Diffusion-Kernels').
Experience with Docker for containerization, useful for reproducible research and deployment.
Current role as 'Data Scientist' at NousResearch aligns directly with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.

Subho Ghosh

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit