Education
Thesis: Language Modelling and Visualization for Parallel Text Analysis
- Developing language modelling and visualization methods for parallel text analysis.
- Studying text reuse, semantic change, unstable spellings, and context-sensitive alignment.
- Building interpretable workflows for NLP and Digital Humanities research.
Thesis: Twitter Sentiment Reason Mining Framework to Identify Major Problems in US Healthcare Industry · Grade: A
Developed a Python-based NLP framework applying sentiment analysis, topic modeling, clustering, and text vectorization to analyze Twitter discourse on the US healthcare sector.
Thesis: Computer-Aided Diagnosis System for Lung Cancer Detection — Java-based CADe system using image processing and machine learning.
Key modules: Analytics & Business Intelligence · Cyber Security · Professional & Ethical Issues in IT · Information Systems Project Management
Key modules: OOP & Java · Data Structures & Algorithms · IT Security · Networking Technologies · Web Applications Development · Database Development · Business Skills for E-Commerce
Python-based NLP framework applying sentiment analysis, topic modeling (LDA, LSA, NMF), clustering (K-Means, Agglomerative, BIRCH), and textual association to study US healthcare discourse on Twitter.
Standalone Java-based CADe system analysing X-ray and CT scan images. Applied segmentation, filtering, and feature extraction to detect lung nodules, then classified them as benign or malignant using machine learning.
Web-based application built with HTML, CSS, JavaScript, JSP, Servlets, and Google Maps API.
- Mugshot Identification System — SIFT-based face identification from manipulated facial images.
- Cab Reservation System — online cab booking application.
- Music Band Promotional Website — responsive promotional website with PHP and MySQL.
- Client, employee, and student grading systems — Java/JSP desktop and web applications.