Summary
Overview
Work History
Education
Skills
Research Papers
Certification
Languages
Affiliations
Websites
Key Projects
Timeline
Generic

Siddharth Yadav

Melbourne,VIC

Summary

Responsible and motivated student ready to apply education in the workplace. Offers excellent technical abilities with Data Science and Analysis, ability to handle challenging work, and excellent time management skills.

Overview

6
6
years of professional experience
1
1
Certification

Work History

Intern

IIT Roorkee
Roorkee , Uttarakhand
2023.07 - 2024.02
  • Developed user interfaces for web applications using HTML, CSS and JavaScript.
  • Implemented improvements to boost site performance.
  • Troubleshot, tested and remedied issues before software deployment.

Intern

IIT Roorkee
Roorkee , Uttarakhand
2020.09 - 2021.09
  • Constructed supervised and unsupervised learning models using Python libraries like Scikit-Learn, TensorFlow, and Keras.
  • Utilized a variety of techniques including linear regression, logistic regression, decision tree, random forest, gradient boosting, and neural networks.
  • Evaluated model performance by computing confusion matrix metrics such as precision and recall scores.

Intern

IIT Roorkee
Roorkee , Uttarakhand
2018.05 - 2018.09
  • Utilized programming languages such as Java, Python, and C++ for various software development projects.
  • Implemented new features into existing software systems using HTML, CSS, JavaScript, and PHP.
  • Optimized existing code by refactoring it for improved readability and performance.
  • Deployed applications on cloud platforms like AWS or Azure for scalability purposes.

Education

Master of Science - Data Science

Deakin University
Melbourne, VIC
2026-02

Master of Science - Computer Science

Thapar University
Punjab, India
2023-08

Bachelor of Science - Computer Science

Galgotias University
Greater Noida, India
2020-09

Skills

  • Data Wrangling
  • R Language.
  • Python
  • NumPy and Pandas
  • TensorFlow
  • Supervised Learning - RCNN and KNN.
  • Image Processing - Yolov3, Opencv and Otsu Thresholding.
  • MySQL
  • Frontend - React.js and CSS
  • C language and C#
  • Big Data Hadoop
  • Cloud - AWS
  • Teamwork and Collaboration
  • Quick Learner
  • Research

Research Papers

· “Identification and mechanistic exploration of structural and conformational dynamics of NF-kB  inhibitors: rationale insights from in silico and in vitro studies” Srivastava, A. K., Srivastava, S., Kumar, V., Ghosh, S., Yadav Siddharth , Malik, R., Prasad, R. Journal of  Biomolecular Structure and Dynamics (2023).

· “Automating the Indian transportation system through intelligent searching and retrieving with Amazon Elastic Compute Cloud.”, Siddharth Yadav, Dr. Dileep Kumar Yadav, Dr.Anil Kumar Budati, Manoj Kumar, Ajay Suri, IET Networks ,Wiley Journal, November 2021.

· “Approach for Searching Data and Implementation in Travelling System for Best Results using Algorithms.” Siddharth Yadav, Dr.Dileep Kumar Yadav, IJSREM Journal, Volume 04,Issue 06,June 2020.

Certification

● Attended a workshop on Text mining in the legal Documentation system, Thapar University, 2021.

● Attended a workshop during my B.Tech in Artificial Intelligence in traffic systems organized by Galgotia’s University, April 2019.

● Completed an additional course on Business Analytics during my bachelor’s program, September 2020.

● Completed certification courses in Python and C language and Android.

Languages

English
Professional

Affiliations

● Volunteered to work with an NGO that distribute study material to the local poor children and helped them with their doubts.

● Won an Inter School Football Championship, Montfort Senior Secondary School.

Key Projects

  • Teeth Detection, Counting, and Numbering using Machine Learning and Deep Learning
  • In this project Otsu’s Threshold is used to differentiate between teeth cavities and the surrounding by assigning them with white and black color respectively.
  • The image classification techniques were used, especially the algorithm K-nearest neighbor was used to compare images of cavities detected with original images of teeth.
  • Tools: Python, OpenCV, Machine learning,Deep Learning,KNN, NumPy and Pandas.
  • Shortest Route Prediction for Passengers Using MySQL and Hadoop
  • The objective was to predict the shortest route for any passenger traveling and can be implemented on roads to ensure travel in least time and cost. The algorithm used was the Shortest Route First algorithm.
  • MySql was used in building the database to save all the traveling data. The data is differentiated by classification, which is done by Multiple Regression, and the result is used further to train the machine learning algorithm, such as the Big Data Hadoop and SVM.
  • Tools: C,MySQL,Big Data Hadoop and Support Vector Machine.

Timeline

Intern

IIT Roorkee
2023.07 - 2024.02

Intern

IIT Roorkee
2020.09 - 2021.09

Intern

IIT Roorkee
2018.05 - 2018.09

Master of Science - Data Science

Deakin University

Master of Science - Computer Science

Thapar University

Bachelor of Science - Computer Science

Galgotias University

● Attended a workshop on Text mining in the legal Documentation system, Thapar University, 2021.

● Attended a workshop during my B.Tech in Artificial Intelligence in traffic systems organized by Galgotia’s University, April 2019.

● Completed an additional course on Business Analytics during my bachelor’s program, September 2020.

● Completed certification courses in Python and C language and Android.

Siddharth Yadav