AI, ML, DS
& Other Solutions

By Rehmah Ahmed Batki

Welcome to rehmahprojects! This platform is a repository for innovative and diverse projects, such as AI and machine learning applications, advanced data handling solutions, and practical web apps designed for everyday use. rehmahprojects aims to create and share original, impactful ideas.


I am Rehmah, passionate about building innovative projects with AI, ML, DS, and Solutions that simplify life for many. I specialize in Python (NumPy, Pandas, Scikit-Learn, TensorFlow), R, SQL, MongoDB, and also freelance as a WordPress website developer. If you have a creative AI idea or need a website, contact me!


Projects

MLMST

This tool takes datasets as input and provides F1 scores for classification and R² values for regression models.

SERS

Speech Emotion Recognition Software that detects and responds based on voice tone and emotion.

Attendance App

Track lectures to calculate how many you can bunk or how many you need to stay above 75% attendance.

More

Have an app idea? Let me know — it might be the next project here!

Research Publications

MLMST

01.

Machine Learning Model Selection Tool for Supervised Learning Algorithms

Machine Learning has simplified the task of teaching machines manually and have worked on making them think on their own. While it is widely used and have advanced to greater heights, there is room for much more efficient systems just by choosing the right model for your data. Machine Learning Model Selection Tool web application was created and put into use in this research with the goal of helping users choose the best supervised learning algorithms for tasks involving regression and classification.

AI & SDGs

02.

A Comparative Study on How AI is partnering with Nature for a Sustainable Future (1)

Mounting ecological and socio-economic challenges demand a paradigm shift to sustainability. Artificial intelligence (AI) becomes a powerful means to pursue this objective; it establishes a “Symbiotic Synergy” with nature’s complex networks. This study attempts to investigate the SDGs using AI as a transformative tool, the sustainability of AI and its socio-economic impact. The research applies a multimethod approach, using surveys, case studies and categorizations to determine how AI is helping achieve the SGDs in harmony with nature.

Subscribe on Youtube!
AI, ML, DS and More Solutions    AI, ML, DS and More Solutions    AI, ML, DS and More Solutions