Publications

Research & technical work

Research Project
Deep-Fake Audio Generation: Generating Quotes and Giving Them a Human Voice
2024
In Progress

Combined text generation with audio deepfake technology to create synthesized, human-like quotes. Utilized LSTM, Transformers, and Tacotron2 for comprehensive audio synthesis.

Technologies & Methods:

LSTM
Transformers
Tacotron2
Audio Processing
Technical Implementation
PointNet Classifier for 3D Object Classification and Semantic Segmentation
2024
Completed

Developed a PointNet Classifier using PyTorch for 3D object classification and semantic segmentation. Leveraged the ModelNet10 dataset and preprocessed 3D mesh data into point clouds.

Technologies & Methods:

PyTorch
3D Computer Vision
Point Clouds
ModelNet10
Research & Development
AI-Empowered Grading Assistant for Educational Assessment
2023
Published

Comprehensive study on automated grading systems featuring auto-assessment, intelligent feedback, question-answering, and sentiment analysis for educational applications.

Technologies & Methods:

NLP
PyTorch
Sentiment Analysis
Educational Technology
Competition Paper
Ensemble Machine Learning for Healthcare Predictive Analytics
2022
Published

Developed predictive ensemble ML models for patient readmission prediction within 90 days due to heart failure. Achieved state-of-the-art results using XGBoost, LightGBM, and CatBoost.

Technologies & Methods:

XGBoost
LightGBM
CatBoost
Healthcare Analytics
Technical Report
BERT and RoBERTa for Social Media Sentiment Classification
2023
Published

Comprehensive analysis of BERT and RoBERTa models for sentiment classification and tokenization of social media content, specifically Twitter data.

Technologies & Methods:

BERT
RoBERTa
Sentiment Analysis
Social Media Analytics
Research Interests

Primary Areas

Artificial Intelligence & Machine Learning
Natural Language Processing
Computer Vision & 3D Modeling
Audio Processing & Speech Synthesis

Applications

Educational Technology
Healthcare Analytics
Social Media Analysis
Business Intelligence