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.
Open Research Europe Large Language Models Scene Graphs Context-Aware Assistance Situational Awareness
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 AnalysisContinual 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:
![A](/assets/images/projects/authentica-logo.png)
Authentica: Signature Verification System
![E](/assets/images/projects/cygnus-logo.png)
Eduistein: Smart School App
![D](/assets/images/projects/doodle-logo.png)
Doodle: A Simple Paint App
![R](/assets/images/projects/recatalyst-logo.png)
RECatalyst: Better Project Management
![T](/assets/images/projects/tiled-logo.png)
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.
- situational-llm
- 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.
- sad-instruct