Summary
Overview
Work History
Education
Skills
Websites
Publications
Accomplishments
Languages
Timeline
Generic

Ayush Chaubey

Vasai

Summary

I am a Data Analyst with a Bachelor's degree in Computer Science (ongoing), and 1.7 years of experience in data analysis, visualization, and reporting. I have expertise in Python, Excel, Tableau, and SQL, with a strong foundation in data cleaning, statistical analysis, and predictive modeling. I am skilled at transforming complex data into actionable insights to support business decisions.

Overview

2
2
years of professional experience

Work History

Data Analyst

JobClassify
Mumbai
05.2023 - 02.2025
  • Processed candidate and job data, providing key insights to improve the job matching process and support decision-making
  • Improved candidate-job matching accuracy by 30% by analyzing large datasets and implementing machine learning algorithms to identify patterns and correlations
  • Developed interactive dashboards using Excel and Power BI, streamlining the reporting process and reducing manual reporting time by 40%
  • Collaborated with cross-functional teams (HR, recruitment, and sales) to define data requirements and deliver actionable solutions, impacting 5 departments within the organization
  • Automated candidate screening by building predictive models, reducing manual review time by 200 hours per month

Project leader

College project
07.2024 - 04.2025
  • Worked as a Project leader
  • Built a machine learning model to predict real estate prices based on features like location, size, and amenities
  • Used regression techniques for price forecasting
  • Deployed the model with Flask for real-time predictions

Sentiment Analysis on Social Media

College project
09.2024 - Current
  • Built a sentiment analysis model to analyze social media posts using NLP techniques like TF-IDF and Logistic Regression
  • The model classified posts as positive, negative, or neutral, providing insights into public opinion on various topics

Credit Card Fraud Detection

College project
05.2024 - Current
  • Developed a machine learning model to detect fraudulent credit card transactions using imbalanced data techniques like SMOTE and Random Forest
  • The model identified suspicious transactions with high accuracy, reducing fraud risks for financial institutions

Customer Segmentation Specialist

College project
02.2024 - Current
  • Implemented a machine learning-based customer segmentation model using K-means clustering to categorize customers based on purchasing behavior and demographics
  • The model helped optimize marketing strategies and personalize customer experiences in an e-commerce platform

Education

Bachelor of Engineering - Computer Engineering

Shree L.R. Tiwari College of Engineering
Mumbai, India
07.2025

Higher Secondary Education - Science

Adarsh Education
Mumbai, India
08.2021

Skills

  • Data analysis
  • Machine learning
  • Statistical modeling
  • Predictive analytics
  • Database management
  • Microsoft Excel
  • Sentiment analysis
  • Customer segmentation
  • Python programming
  • Data preprocessing
  • Data analytics

Publications

ForeSight Realty: A Comprehensive AI-Powered Framework for Real Estate Investment Analysis, Ayush Vinod Chaubey, Prashant Kumar Pathak, Priyan Achhelal Verma, Shivendra Anil Pathak, 2025-04-01, 2025-12-31, International Journal of Electrical, Electronics and Computer Systems, 14, 1, https://journals.mriindia.com/index.php/ijeecs/article/view/230

Accomplishments

  • Built model boosting price prediction accuracy, 25
  • Increased job matching accuracy, 30
  • Reduced reporting time using dashboards, 40
  • Automated screening saved hours monthly, 200

Languages

Hindi
First Language
English
Advanced (C1)
C1

Timeline

Sentiment Analysis on Social Media

College project
09.2024 - Current

Project leader

College project
07.2024 - 04.2025

Credit Card Fraud Detection

College project
05.2024 - Current

Customer Segmentation Specialist

College project
02.2024 - Current

Data Analyst

JobClassify
05.2023 - 02.2025

Bachelor of Engineering - Computer Engineering

Shree L.R. Tiwari College of Engineering

Higher Secondary Education - Science

Adarsh Education

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Ayush Chaubey