Sho Tanaka

Data Scientist

https://talent.gravityer.com/sho-tanaka

Developer Advocate

Snowflake

Key Strengths

Extensive experience with Python, a core language for Data Science.
Demonstrated interest in Machine Learning (ML) systems, MLOps, and predictive maintenance through personal projects.
Experience with spatial data (PostGIS) and cloud data platforms (Snowflake) relevant to data science applications.
Exposure to various ML frameworks and tools (PyTorch, JAX, FastAPI, Jupyter Notebook).

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects are primarily personal and demonstrate a strong interest in cutting-edge ML and data engineering topics. The current role at Snowflake as a Data Scientist aligns well with the target role. However, the project descriptions are often very brief, making it difficult to fully gauge the depth of involvement and collaborative experience. The diversity of technologies used across projects (Python, Kotlin, TypeScript, Shell, HTML, CSS, PureBasic) suggests a broad technical curiosity, but also potentially a lack of deep specialization in certain areas relevant to a senior Data Scientist role.

Soft Skills & Operational Fit

Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, indicating no completed assessment.

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

demo-development-tool-agent

June 15, 2026 – Present

development-tool-agent

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pytorch-quality-bench

June 5, 2026 – Present

pytorch-quality-bench — repository

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vllm-benchmark-scripts

April 27, 2026 – Present

vllm-benchmark-scripts — repository

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spcs-model-serving

April 5, 2026 – Present

spcs-model-serving — repository

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jax-feature-pipeline-benchmark

April 4, 2026 – Present

jax-feature-pipeline-benchmark — repository

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cortex-code-cookbook

March 25, 2026 – Present

cortex-code-cookbook — repository

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2026-bwai-gemini-embeddings

March 19, 2026 – Present

2026-bwai-gemini-embeddings — repository

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postgis-snowflake-intelligence-demo

December 2, 2025 – Present

This demo showcases a production-ready architecture for managing smart city street lights, featuring PostGIS for operational spatial queries, Snowflake Openflow for CDC, and Snowflake ML for predictive maintenance.

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building-ml-system

September 3, 2021 – November 5, 2022

building machine learning system

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fastapi_sample

August 27, 2021 – Present

sample code for fastapi

View Project

Key Strengths

Extensive experience with Python, a core language for Data Science.
Demonstrated interest in Machine Learning (ML) systems, MLOps, and predictive maintenance through personal projects.
Experience with spatial data (PostGIS) and cloud data platforms (Snowflake) relevant to data science applications.
Exposure to various ML frameworks and tools (PyTorch, JAX, FastAPI, Jupyter Notebook).

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, indicating no completed assessment.

Sho Tanaka

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit