Kavan Patel

Currently, I'm a final year Information  Technology student at Charusat University. I am a person who overthinks and overanalyze every situation around me to find a logical reason of why something that happened, happened. I think, this is the reason subconsciously, for me to find data science fascinating. I am currently looking for internship opportunity in data science and machine learning with immense want of learning and experience.

  (+91) 9537136858     [email protected]

  Nadiad, Gujarat, India      

Education


Charotar University of Science and Technology

BTech. Information Technology  (8.97/10)

2017 - 2021

Skills

Languages

  • Python
  • SQL

Technologies

  • Machine Learning
  • Computer Vision
  • Data Visualization
  • Data Engineering
  • Convolutional Neural Network

Tools

  • SQL Server Management Studio
  • Jupyter Notebooks
  • PowerBI
  • Orange Data Mining Tool

Microsoft Azure

  • Azure Machine Learning 
  • Azure Datafactory
  • Azure SQL Database


Work Experience

Machine Learning Research Intern  •  Charotar University of Science and Technology

• Developed a model to identify whether or not a person would have Coronary Heart Disease in next 10 years.
• Used Ensemble Machine Learning Techniques and attained an accuracy of 87.2%.

Android Developer Intern  •  Stapus LLP

• Developed an Enterprise Resource Planner Application.
• Developed the application using android, java, mysql and php.

Projects

Sign Language Recognition

  • Built a Convolutional Neural Network to classify 29 classes in the American Sign Language.
  • Achieved a testing accuracy of 96.26% on 17,400 images.

Finding Ideal Location to Open a Mall using Machine Learning

  • Found ideal neighborhoods to open a new mall in Mumbai.
  • Used clustering to group neighborhoods according to number of shopping malls.
  • Grouped neighborhoods into 3 clusters based on frequency of malls.

Sales Analysis

  • Used Data Visualization to find out insights from sales records.
  • Answered 10 questions to generate business actions and improve sales.

Technical Stock Analysis

  • Built an application to analyze stocks based on Technical Indicators.
  • Used Sharpe’s Ratio, Bollinger Bands, and Moving Average Convergence Divergence as technical indicators.

Certifications

  • Data Science Professional Certificate
  • SQL for Data Science
  • Introduction to Big Data
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