JayeshSuryavanshi
“Hard work is worthless for those that don’t believe in themselves.” – Naruto Uzumaki
DatavaSan Francisco, CA
Pinned Repositories
Algorithms-in-Python
All Algorithms implemented in Python
Computer-Vision-Projects
Projects developed as a part of Computer Vision and Image Processing
Heart-Rate-Moniter-using-Arduino-Uno
This simple IoT project measures the heartbeat of a person with the sensor mounted on an Arduino Uno.
ImDB-Databases-Project
The Triangulation team is proposing to create a database to store information about movies and TV shows, in order to make it easier for users to search for and find the content they want to watch.
Machine-Learning-Projects
Projects completed as a part of Introduction to ML Lectures by Prof. Dr. Mingchen Gao at UB
Polarizer-Sentiment-analysis-for-Twitter
Sentiment Analysis is the process of computationally determining whether a piece of writing is positive, negative or neutral. It’s also known as opinion mining, deriving the opinion or attitude of a speaker. Used Tweepy, Textblob, NLTK, Twitter API for parsing the tweets.
POS-Tagger-for-Hindi-Language
Part-of-Speech (POS) tagger is the basic building block for various NLP tools.
Sentiment-Analysis-IMDb-Reviews
In this project, RNN-based models were used to detect sentiment (i.e. detect if a sentence is positive or negative) using PyTorch and TorchText. This was done on movie reviews, using the IMDb dataset.
Social-Unrest-Prediction-NLP
Social unrest is hypothesized to exhibit patterns, which if detected early can facilitate mitigation efforts. This real world task introduced us to the task of identifying and predicting social unrest based on NLP and ML methods. This task consists of 3 subtasks revolving around information extraction, summarization and event prediction from text.
Walleto
Walleto is an e-wallet application linked to a bank account that allows a user to make transactions, pay bills and receive cashbacks. The application uses Angular in Frontend and SpringBoot in backend.
JayeshSuryavanshi's Repositories
JayeshSuryavanshi/ATM-Simulator
We created an ATM machine using Database Management techniques as a part of the DBMS project. The system performs all the operations found in an automatic teller machine.
JayeshSuryavanshi/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
JayeshSuryavanshi/Image-Steganography-Cybersecurity
Steganography is the method of hiding secret data in any image/audio/video. In a nutshell, the main motive of steganography is to hide the intended information within any image/audio/video that doesn’t appear to be secret just by looking at. The idea behind image-based Steganography is very simple. Images are composed of digital data (pixels), which describes what’s inside the picture, usually the colors of all the pixels. Since we know every image is made up of pixels and every pixel contains 3-values (red, green, blue).
JayeshSuryavanshi/Portable-Antivirus-System
An antivirus system which can be kept in any kind of external drive. For more details refer project documents provided in the same folder.
JayeshSuryavanshi/gpt-3
GPT-3: Language Models are Few-Shot Learners
JayeshSuryavanshi/Polarizer-Sentiment-analysis-for-Twitter
Sentiment Analysis is the process of computationally determining whether a piece of writing is positive, negative or neutral. It’s also known as opinion mining, deriving the opinion or attitude of a speaker. Used Tweepy, Textblob, NLTK, Twitter API for parsing the tweets.
JayeshSuryavanshi/POS-Tagger-for-Hindi-Language
Part-of-Speech (POS) tagger is the basic building block for various NLP tools.
JayeshSuryavanshi/Heart-Rate-Moniter-using-Arduino-Uno
This simple IoT project measures the heartbeat of a person with the sensor mounted on an Arduino Uno.
JayeshSuryavanshi/Selenium-Testing
This repo demonstrates the basic automation of testing using open source tool called Selenium.