Projects & Publications
AI, NLP, EEG, climate research, and explainable systems.
Transforming Grammatical Error Correction (GEC)
Studied the role of cross-sentence context in grammatical error correction by fine-tuning SOTA transformer models on the WI-LOCNESS dataset. Demonstrated improvements in contextual coherence and error correction accuracy.
A Tale Of Four Cities
Applied ML models to analyse Surface Urban Heat Island Intensity (SUHII) trends across cities, incorporating meteorological, population, pollution, and 'feels-like' weather parameters.
Detecting Abnormal Brain Activity Using EEG Signals
Developed and evaluated ML, DL, and hybrid CNN-LSTM architectures for detecting abnormal EEG activity. Integrated explainability frameworks and built a user-facing application with LLM-based insights.
Just Yap!
Built an AI-driven platform for analysing real-time social media complaints using sentiment analysis, ABSA, summarisation, forecasting, and explainability to support data-driven policymaking.
Jarvis
Developed a full-stack web application for managing Intelligent Tutoring Systems, supporting admins, tutors, and students with authentication, analytics, and testing pipelines.
Dyslexia Wizard
Designed a Unity-based prototype for gamified dyslexia screening in young readers, integrating oral, auditory, visual, and written assessment modalities.
AdSome
Built an advertisement generator that leverages sentiment analysis, keyword extraction, summarisation, and LLM APIs to tailor ads based on user preferences.
Personal Portfolio (Archived)
An earlier iteration of my personal portfolio showcasing selected projects, skills, and design explorations. This version has been archived and is no longer actively maintained, and is preserved as a reference for my past work and design evolution.
LeetCode Problems
A growing collection of solved LeetCode problems aimed at strengthening data structures and algorithms fundamentals. The repository focuses on clean, readable solutions with an emphasis on problem-solving patterns, edge cases, and optimization strategies, serving both as practice and a long-term reference.
DevEnable
Developed a CLI-focused desktop application for managing client projects, tasks, and deadlines with an emphasis on productivity and keyboard-driven workflows.
Duke Aemon of Old
Developed a Java-based task management application with CLI and JavaFX interfaces, focusing on clean architecture, robust error handling, and user-centric design.
