About me
Quick introduction
I'm working as a website developer at
UPWORK,
currently working on final year project that involves simple disease detection using machine learning system & LLM
for hospitals.
I have a keen interest in Data Science,
Data Analytics, human-computer interaction,
and everything in between..
***
"Paddling through the ocean that is Machine Learning." 🧠ðŸ”
experience
Completed
Written
Skills
My technical levelWebsite Development
All about the core..HTML
90%CSS
60%SQL
80%Javascript
70%React JS
60%Python
40%Frameworks
Everyone needs supportRuby n Rails
20%Pandas
20%Tensor Flow
30%Data Science
Theory, theory!Linear Regression
20%Decision Trees
20%Exploratory Data Analysis
20%Convolutional Neural Networks
10%Natural Language Processing
10%Databases
Storing data and making it prettyMySQL
50%MongoDB
30%Qualification
My personal journeyCertifications
Extra courses I have undertaken
Responsive Web Design
Expiry Date: Does not expire
Python 101 for Data Science
Expiry Date: Does not expire
IBM Data Science Professional Certificate
Expiry Date: Does not expire
Natural Language Processing Specialization
Expiry Date: Does not expire
Projects
Most recent work
Soft Read Online Library
The project involves developing a conversational recommendation system for machine learning papers. The system is designed to recommend germane papers tailored to a user's specific interests.
GitHub repository Report
Sentiment Analysis
The project involved creating a movie sentiment analysis system based on user reviews, utilizing the Multinomial Naive Bayes algorithm, achieving 86.3% precision on the IMDb dataset, and deploying the NLP model through a Streamlit-powered web application, containerized with Docker.
GitHub repository Report
Software Solution
The project focused on fine-tuning a YOLOv4 pre-trained model with Darknet framework to count and track two distinct fish species, achieving a 93% Mean Average Precision, while developing TensorFlow-based algorithms for model implementation.
GitHub repositoryBlog
My technical articles
Beyond accuracy: Exploring different metrics for measuring Machine Learning model’s performance
A comprehensive walkthrough to evaluating Machine Learning model’s performance
Read it
How to make your boring macOS terminal look so much better
A 5 minutes guide to customizing your macOS terminal to increase productivity and improve the interface
Read it