Melvin J Joseph | CSE Junior

Hi, I'm Melvin J Joseph.

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Self-driven, quick starter, passionate programmer with a curious mind who enjoys solving a complex and challenging real-world problems.

About

I am a Computer Science undergrad Student at PES University. I enjoy problem-solving and coding. Always strive to bring 100% to the work I do. I am passionate about developing complex applications that solve real-world problems impacting millions of users.

Languages: Python, C, JavaScript, HTML/CSS
Databases: SQLite, MySQL, MongoDB
Libraries: NumPy, Pandas, OpenCV, scikit-learn
Tools & Technologies: Kafka, Hadoop, RabbitMQ, Keras, Git, Github, VSCode, Jupyter, Ubuntu

Looking for an opportunity to work in a challenging position combining my skills in Software Engineering, which provides professional development, interesting experiences and personal growth.

Projects

                
Vinhal
                  A basic machine learning library created to train machine learning models super fast using Rust.
                
AccomplishmentsTools: Rust, Python
Uses Maturin(Rust Tool) which has py03 binding to form a bridge between the speed and safety of Rust and the convenience of Python.
Has no external dependencies.
Helps one understand the inner working of popular Machine Learning algorithms.
Trains models 50%-90%(maybe even more) more faster than a native Python implementation.

Stock Trading Web-App
                  A stock trading web-app developed using PERN stack, IEX Cloud API, and Bootstrap.
                
AccomplishmentsTools:Javascript, React, Node.js, Express, PostgreSQL, IEX Cloud API, Bootstrap
Register/login to the web app.
Check prices of popular stocks using the IEX Cloud API.
Buy/Sell stocks that you want.
View the price movement of the stock visualised using chart.js
View the allocation of all your stocks.

Restaurant
                  A Restaurant web-app developed using MERN stack.
                
AccomplishmentsTools: Javascript, React, MongoDB, Node.js, Express, Vercel
Restaurant web-app that allows users to book tables in the Restaurant and stores the bookings on a MongoDB atlas database.
Highly responsive UI. 
Deployed using Vercel.

Graduate Admission Predictor
                  A machine learning model that uses Linear Regression to predict your chances of getting into an University.
                
AccomplishmentsTools: Python, Scikit-Learn, Jupyter Notebook, Streamlit
This model uses linear regression to predict your chance of admission
Machine Learning Model that predicts your chance of admission based on the following parameters
                    GRE Score
TOEFL Score
University Rating
Statement Of Purpose
Letter Of Recommendation
CGPA
Research

Hosted on Streamlit

Tic Tac Toe using Socket Programming
                  A tic tac toe game developed using socket programming in Python.
                
AccomplishmentsTools: Python, Socket Programming
Two systems are connected over the same network.
One system behaves as the server and the other as client.
The game starts soon after connection is established between the socket and client.

Attendance Tracking Using Socket Programming
                  A python program to log attendance of students using socket programming.
                
AccomplishmentsTools: Python, Socket Programming
Two systems are connected over the same network.
The client establishes connection to the server and the attendance is marked.