Research Work
My research work focuses on deep learning applications for language and vision tasks including human motion understanding and 3D reconstruction. I am also working on neural network optimization for deployment on edge devices such as smartphones.
Shape2.5D: A Dataset of Texture-less Surfaces for Depth and Normals Estimation (2024)
IEEE Access Texture-less Surfaces Depth Estimation Normal EstimationICDAR Workshops Bank Checks Object Detection Signature Verification Security Dataset
CICA: Content-Injected Contrastive Alignment for Zero-Shot Document Image Classification (2024)
ICDAR Image Classification Zero-Shot Learning Document AnalysisSituational Instructions Database: Task Guidance in Dynamic Environments (2024)
Preprint Situational Awareness Task Guidance NLPContinual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations (2024)
Preprint Human Pose Estimation Continual Learning Regularization DistillationClassroom-Inspired Multi-Mentor Distillation with Adaptive Learning Strategies (2024)
Preprint Knowledge Distillation Peer Ranking Adaptive Teaching Image ClassificationFeatured Projects
In addition to ML research, I work as a hobbyist software developer with most work in Android app development. Some of my featured projects are listed below:
Authentica: Signature Verification System
Eduistein: Smart School App
Doodle: A Simple Paint App
RECatalyst: Better Project Management
Tiled: Tilemaps on Android
Dig Deeper
Head over to my GitHub profile to peek behind the scenes. Most of my projects are open-source.
Most Frequently Used Programming Languages on GitHub
HTML JavaScript Jupyter Notebook Kotlin Python
My Top-10 Repos
Want to contribute? Check out my top-10 repos on GitHub.
- signature-extraction Program to extract signatures from documents.
- paint A minimalistic paint application for Android.
- shape25d
- ssbi-dataset Synthetic Signature Bank Check Images Dataset
- bcsd Data loaders and code samples for using the BCSD dataset.
- simple-material-demo Demo of the Simple Material Jekyll theme.
- simple-material A Jekyll-powered theme for portfolios and blogs with a clean design following Material Design guidelines.
- mit-6s965-fall2022
- mensa-assistant TUK Mensa on Google Assistant