Improving LLM SVG Generation with Reinforcement Learning
Using GRPO to improve VLM SVG generation quality
Report PyTorch
Portfolio
Vision-Language Model Object Counting
Enumerating strategies to improve VLM counting and investigating internal mechanisms
PyTorch Research
Digital Twins with Gaussian Splatting
Pipeline for creating Digital Twins of objects through Gaussian Splatting
PyTorch KEF Robotics
Depth-Anything Video Analysis
Monocular depth estimation for autonomous UAVs
HuggingFace PyTorch KEF Robotics
GPT4Readability: AI-Powered Code Documentation
AI-powered CLI tool for automatic code documentation
GitHub HuggingFace LangChain
SkinsAI: Melanoma Detection Tool
Deep learning tool for melanoma detection (2nd place, Pitt Challenge)
Aqueous Solubility Prediction
Graph neural network for predicting aqueous solubility classification
PyTorch Kaggle
ASL Letter Recognition
GUI using CNN and YOLO for American Sign Language verification
GitHub TensorFlow
Stereo Disparity Map Generation
State-of-the-art disparity map generation using PSMNet
GitHub PyTorch
Speech-to-Text Transcription
RNN/BLSTM with dense networks for speech transcription
GitHub PyTorch
Speech Phoneme Recognition
Phoneme state label identification for variable-length utterances
GitHub PyTorch
Rhine Water Level Prediction
VAR model for predicting Rhine river water levels
GitHub Time-Series
Question Answering Model
Question answering system using SpaCy
GitHub SpaCy
Patient Stay Duration Prediction
DNN for predicting hospital stay duration
GitHub Presentation PyTorch
ML Models from Scratch
Machine learning models built exclusively with NumPy
GitHub NumPy
Face Verification System
End-to-end face verification with CNNs
GitHub PyTorch