aayush4vedi

Data Scientist

https://talent.gravityer.com/aayush4vedi

One of Jack's external locus of identity

Bengaluru, Karnataka, India

Key Strengths

Demonstrated interest in Data Science and Machine Learning through projects like 'text-to-spark-sql-peft' and 'ml-papers-to-code'.
Experience with Python, a core language for Data Science.
Familiarity with Spark-related projects ('drift-spark', 'spark-sql-copilot') indicates potential for big data processing.
Exposure to various programming languages (Python, Go, C++, JavaScript, Solidity) suggests adaptability.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards personal, exploratory projects across diverse technologies (Go, Circom, Solidity, C++, Python). While this demonstrates curiosity and self-learning, the lack of team-based or collaborative projects makes it difficult to assess cultural fit in a professional team setting. The projects are varied, but some, like 'goker' or 'MyCompetitiveCoding', do not directly align with a Data Scientist role, suggesting a broad interest rather than focused specialization. The 'experienceLevel' is 0, which further limits the assessment of professional cultural fit.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or 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

drift-spark

May 25, 2026 – Present

Spark-native embedding lifecycle- produce, CDC refresh, model-migrate, audit.

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spark-sql-copilot

August 3, 2025 – August 8, 2025

Production-ready and open project that mirrors how to rewrite & tune slow SparkSQLs at enterprise scale

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text-to-spark-sql-peft

July 8, 2025 – July 8, 2025

A comprehensive implementation of Text-to-SQL generation using Parameter-Efficient Fine-Tuning (PEFT) techniques, systematically exploring baseline models, prompt engineering, and advanced fine-tuning methods.

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ml-papers-to-code

June 29, 2025 – June 29, 2025

Implementing Foundation Papers to Code using Pytorch(from scratch)

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ZKWhisper

August 3, 2023 – August 13, 2023

Fully ZKfied wallet with sovereign social recovery

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goker

February 18, 2020 – March 13, 2020

A single person CLI game of Poker written in Golang.

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gisty

February 8, 2020 – February 13, 2020

A naive clone of gist

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Gophercises

January 28, 2020 – April 2, 2020

Collection of practice exercises in Golang

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The-Hitchhikers-Guide-to-the-Full-Stack-Developer

April 2, 2019 – May 25, 2020

My essential list of everything that is essential

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MyCompetitiveCoding

August 5, 2017 – March 29, 2020

I now walk into the wild...

View Project

Key Strengths

Demonstrated interest in Data Science and Machine Learning through projects like 'text-to-spark-sql-peft' and 'ml-papers-to-code'.
Experience with Python, a core language for Data Science.
Familiarity with Spark-related projects ('drift-spark', 'spark-sql-copilot') indicates potential for big data processing.
Exposure to various programming languages (Python, Go, C++, JavaScript, Solidity) suggests adaptability.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

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

aayush4vedi

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit