Subho Ghosh

Data Scientist

https://talent.gravityer.com/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.

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

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