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RTA severity predictor is an application which predicts the severity of road traffic accident, so as to pave the way for improving the safety level of road traffic.

License: MIT License

Jupyter Notebook 99.87% Python 0.12% Shell 0.01% Procfile 0.01%
cramer-v-test grid-search-cv heroku machine-learning python3 smote-tomek streamlit xgboost-classifier

accident-severity-predictor's Introduction

Data Science Enthusiast

Hi there ๐Ÿ‘‹, I'm Priyesh Dave!

I am Priyesh from India, a Data Science Enthusiast. I really enjoy learning new languages and having a clear understanding of Machine Learning and Statistics and training in Programming. Motivated to learn, grow and excel in Artificial Intelligence Industry.

  • ๐Ÿ”ญ Iโ€™m currently working on Google AI4Code
  • ๐ŸŒฑ Iโ€™m currently learning and experimenting on Amazon Web Services.
  • ๐Ÿ‘ฏ Iโ€™m looking to collaborate with other developers for winning Hackathons and Open Source contributions.
  • ๐Ÿ’ฌ Ask me about Anything
  • ๐Ÿ“ซ How to reach me [email protected]
  • ๐Ÿ“„ Know about my experiences https://www.linkedin.com/in/priyeshdave21/

My Experiences ๐Ÿ™Œ

  • Data Scientist - Working in a small agile team at Tata Consultancy Services for building machine learning models for Westpac Bank and customized core banking software suite.
  • Machine Learning Engineer - Open source Outreach and working team member at Omdena, a collaborative platform to build innovative, ethical, and efficient AI and Data Science solutions to real-world problems.
  • Data Science Fellow - Apprentice at The Machine Learning Company, worked on various real world projects ranging from classic Machine Learning to Deep Learning including applications for Natural Language Processing and Computer Vision.
  • Data Science & Bussiness Analyst at The Spark Foundation - Part of sparks foundation as internee of Data Science & bussiness analytics to work on different projects.

Honors & Awards ๐Ÿ…

  • Recognized and appreciated for delivering efficient solutions and awarded by Performing Award by Westpac.
  • Selected in top 300 among 15,000 applicants for Bertelsmann Technology UDACITY MACHINE LEARNING SCHOLARSHIP across world,and learnt Machine Learning.
  • Selected as an apprentice in the Google Developers Machine Learning Bootcamp India.

Skills ๐ŸŽ“

Python Java Machine Learning Deep Learning NLP Statistics Linear Algebra Data Analysis PostgreSQL

Frontend Deployment

  • Skilled in Python, Java and PostgreSQL
  • Exploratory Data Analysis using Pandas.
  • Data Visualization Matplotlib, Seaborn and Plotly.
  • Predictive Analytics/Machine Learning (Supervised/Unsupervised) using Scikit-Learn.
  • Natural Language Processing using NLTK, Gensim, SpaCy and HuggingFace libraries.
  • Deep Learning with TensorFlow, Keras.
  • Amazon Web Service (AWS) using Sagemaker.
  • RESTful web services using FastAPI, Flask and Nodejs.
  • Backend Development using Java and Spring.

Follow

To follow my GitHub, Search by username PriyeshDave.

Connect with me:

PriyeshDave priyeshdave6 priyeshdave21 priyeshdave priyeshdave90 priyeshdave21

Languages and Tools

aws git heroku java mssql mysql nodejs pandas postgresql postman python scikit_learn seaborn spring sqlite tensorflow

ย priyeshdave

priyeshdave

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