Skills
Core used regularly across research and industry projects. | Working knowledge used on specific projects.
- Research & Methods
- Multimodal Learning
- Out-of-Distribution Detection
- Vision-Language Models
- Foundation Models
- Federated Learning
- Self-Supervised Learning
- Knowledge Distillation
- Machine Unlearning
- Adversarial Robustness
- Medical Image Analysis
- Image Segmentation (U-Net)
- Survival Analysis
- Computer Vision
- Physiological Signal Analysis (ECG)
- Time-Series Forecasting (LSTM)
- Feature Selection (Knockoff Framework)
- Machine Learning & Deep Learning
- PyTorch
- Scikit-learn
- OpenCV
- Hugging Face
- Transformers
- Foundation Models
- LLMs
- VLMs
- TensorFlow
- LangChain
- Programming
- Python
- C
- C++
- JavaScript
- R
- MATLAB
- Data Analysis & Visualization
- NumPy
- Pandas
- Matplotlib
- Software & Tools
- Git / GitHub
- Slurm
- Docker
- AWS
- FastAPI
- Django
- REST APIs
- SQL
- ClickUp
- Jira
- Ray
- MongoDB
- Elasticsearch