ayush soni

Data Scientist

https://talent.gravityer.com/ayush-soni-2

🌱 Always exploring and growing as a developer

IndiaMember since June 14, 2026

Key Strengths

Demonstrated interest in Data Science and Machine Learning through projects like 'IoT-Driven-Predictive-Maintenance', 'candle-stick-prediction', and 'Spatiotemporal-Traffic-Forecasting-GAN'.
Experience with Python, a core language for Data Science.
Exposure to Jupyter Notebook for data analysis and model development.
Projects involving advanced topics like GANs and RAG pipelines indicate a proactive learning approach.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards personal projects, indicating self-motivation and a passion for building. The diversity of projects, from web development (TypeScript, Rust) to data science (Python, ML), suggests a broad interest, which could be a good fit for dynamic environments. However, the lack of professional experience or team-based projects makes it difficult to fully assess cultural fit in a collaborative setting. The target role is 'Data Scientist', and while several projects align, there are also many unrelated web development projects, which might indicate a less focused career path or a broad exploratory phase.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or 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

store_intelligence

June 3, 2026 – Present

store_intelligence — GitHub repository

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cal_clone

April 14, 2026 – Present

cal_clone — GitHub repository

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IoT-Driven-Predictive-Maintenance-An-Integrated-Data-Warehouse-Mining-System

April 8, 2026 – Present

IoT-Driven-Predictive-Maintenance-An-Integrated-Data-Warehouse-Mining-System — GitHub repository

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candle-stick-prediction

April 7, 2026 – Present

candle-stick-prediction — GitHub repository

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Spatiotemporal-Traffic-Forecasting-GAN

March 31, 2026 – Present

A lightweight Generative Adversarial Network (GAN) built with PyTorch to forecast continuous traffic patterns using spatiotemporal sensor data. This repository contains the experimental pipeline and optimal model architecture evaluated on the Seattle Loop dataset.

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Production-RAG-Pipeline

March 11, 2026 – Present

Production-RAG-Pipeline — GitHub repository

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Autonomous-PR-engine-with-LangGraph

March 11, 2026 – Present

Autonomous-PR-engine-with-LangGraph — GitHub repository

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JobSync

January 19, 2026 – Present

A powerful job aggregation platform with automated LinkedIn scraping and smart filtering

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accel-VeriFi

October 30, 2025 – November 11, 2025

accel-VeriFi — GitHub repository

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Q3_25_Builder_AYUSHSONI

July 1, 2025 – September 24, 2025

MY POW in TURBIN3 Builders Cohort Q3 2025

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Key Strengths

Demonstrated interest in Data Science and Machine Learning through projects like 'IoT-Driven-Predictive-Maintenance', 'candle-stick-prediction', and 'Spatiotemporal-Traffic-Forecasting-GAN'.
Experience with Python, a core language for Data Science.
Exposure to Jupyter Notebook for data analysis and model development.
Projects involving advanced topics like GANs and RAG pipelines indicate a proactive learning approach.

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.

ayush soni

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit