Projects

Analysis of Machine Learning Models for Road Traffic Accidents

An end-to-end project comparing, evaluating and optimizing various ML models for classifying accident severity.

Analysis of Machine Learning Models for Road Traffic Accidents

Augmented Reality for Crime Scene Investigation

Researched the potential influence of Augmented Reality Technologies on the methods employed in Crime Scene Investigation.

Augmented Reality for Crime Scene Investigation

Bechdel Test: Female Representation in Movies

Analyzing the imbalance of gender potrayal in films - and the surprising number of movies that do not make the cut!

Bechdel Test: Female Representation in Movies

Compression Techniques for Deep Neural Networks

Exploring compression techniques for Deep Neural Networks (DNNs), aiming to enhance efficiency and performance for model deployment.

Compression Techniques for Deep Neural Networks

Explainable AI for Adversarially Trained Deep-Learning Models

Designing a visualization system for training models that resist adversarial attacks and remain interpretable.

Explainable AI for Adversarially Trained Deep-Learning Models

Fairness in Machine Learning: Detecting and Removing Gender Bias in Language Models

Addressing gender bias in language models by implementing and testing two debiasing approaches.

Fairness in Machine Learning: Detecting and Removing Gender Bias in Language Models

Plant Leaf Disease Detection and Identification

An end-to-end Machine Learning project to classify healthy and diseased plant leaves.

Plant Leaf Disease Detection and Identification

Same Data, Conflicting Insights?

Two visually compelling charts created from the same dataset to depict divergent views on Global Warming and highlight the influence of subtle visualization techniques on shaping viewer perception.

Same Data, Conflicting Insights?

Mobile Application using Flutter and Firestore for a Naturopathy Clinic

ShapeNSoul