Sai Sarvanth Vedula
Software Developer
About
I am a meticulous and enthusiastic individual who consistently believes in the power of self. Whether it's tackling complex challenges or bringing creative ideas to life, I approach each task with enthusiasm and a strong belief in my abilities. I am a programmer with extensive coding knowledge.
- Age:21
- Degree: B.Tech, M.S. (In progress)
- Email: sarvanthvedula@gmail.com
- Hobbies: Hiking, Cricket, Cycling, Organizing events, Learning about different cultures
- Location: Arlington, Virginia
- LinkedIn: Sarvanth Vedula
- GitHub: Sarvanth Vedula
Technical Skills
C
Java
Python
HTML
CSS
JavaScript
React
Node.js
Solidity
SQL
R
Git
Education
- Masters Degree in Computer Science
The George Washington University, DC, USA08/2023 - present
- Bachelor of Technology in Computer Science and Engineering
Gandhi Institute of Technology and Management, Visakhapatnam, India06/2019 - 06/2023
Projects
Assiduous Study of the Hyper-parameters' Influence on CNN using COVID-19 CT Images
08/2022 - 09/2022
Verify - Click here- Conducted studies on deep learning and how CT images might be used for diagnosis. This is a group project in which I continuously contributed.
- We trained a CNN model by changing different Hyper-parameters and observed its behavior.
- I personally worked on Activation functions. We also published our project in a research paper at the ICISC conference.
Created a full stack blog website
09/2022 - 10/2022
Verify - Click here- Created a blog website using React, CSS, and Firebase (for authentication, storage, and database) where people can read blogs.
- Only authorized users can create or edit the blogs.
A Study on Pragmatic Performance and Analysis of CNN and QNN Algorithms on Various Computing Machines using COVID-19 Images
02/2023 - 04/2023
Verify - Click here- In this study, we presented the analysis of CT images using deep learning to identify COVID-19 on CPU, GPU, HPC, and quantum machines.
- Performance comparisons based on training duration were also made.
- The effect of modifying the values of various hyper-parameters in the model on various computers has also been investigated.
Detecting Suicidal Ideation in Tweets: A Real-Time ML Approach
03/2024 - 04/2024
Verify - Click here- Developed a machine learning system to detect suicidal ideation in tweets using models like SVM, Logistic Regression, Random Forest, and BERT.
- The models were evaluated based on accuracy, precision, recall, and F1 score, providing a comprehensive view of their performance in classifying tweets.
- BERT excelled with 94.41% testing accuracy, showcasing superior NLP capabilities for real-time mental health monitoring on social media.
Internships
Software Development Intern at MyEdMaster
05/2024 - Present
- Developing online educational and health software products that use AI and Machine Learning.
- Working on a new feature for a health product that takes help of AI and ML.
Web Development and Designing Intern at The Sparks Foundation
03/2022 - 04/2022
- Designed a website for donating money to a charity. Used JavaScript for validation.
- For payment gateway I have used "razorpay" test mode api.
Data Science Intern at Yoshops.com
06/2022 - 08/2022
- Created data visualization graphics, translating complex data sets into comprehensive visual representations.
- Performed advanced data extraction and data manipulation. Explored Python to inspect large datasets
Others
Publications
Assiduous Study of the Hyperparameters’ Influence on CNN Using COVID-19 CT Images
This paper is published on the basis of our deep learning project. The primary purpose of writing this paper is to show the observations and analysis we made from our deep learning project.
Organizations
Computer Society of India
08/2022 - 10/2022
While I was an undergrad, I joined the Computing Society of India student group as a core member of public relations. I frequently assist with event planning and educate people about forthcoming events for my club. Working at this club gave me a lot of experience, taught me how to interact with various types of people and find diplomatic solutions to difficulties.
Certifications
- Python Data Structures Certified by The University of Michigan -- verify
- Python Data Structures Certified by The University of Michigan -- verify
- Database Management Essentials Certified by The University of Colorado -- verify
- Introduction to Back-End Development Certified by Meta --verify
- AWS Cloud Technical Essentials Certified by AWS --verify
- Agile Software Development Certified by The University of Minnesota --verify
- The Bits and Bytes of Computer Networking Certified by Google --verify
- Introduction to Artificial Intelligence Certified by IBM --verify