Technical Expertise
Skills & Competencies in AI & Healthcare
Programming Languages
Core programming languages and tools
Python
Advanced Python programming for scientific computing, data analysis, and machine learning applications.
AI & Machine Learning
Deep learning frameworks and ML methodologies
Deep Learning
Proficient in designing and implementing deep neural networks for complex pattern recognition and image analysis tasks.
Machine Learning
Expertise in both supervised and unsupervised learning methods with model optimization and evaluation techniques.
Specialized Domains
Healthcare and computer vision specializations
Computer Vision
Specialized in image processing, object detection, segmentation, and visual recognition using deep learning.
Medical Image Analysis
Expertise in analyzing medical imaging data including radiographs, MRI, CT scans for diagnostic applications.
Frameworks & Libraries
Deep learning and ML frameworks
TensorFlow
Extensive experience building and deploying deep learning models using TensorFlow and Keras.
PyTorch
Strong proficiency in PyTorch for research and production deep learning implementations.
Data Science
Data analysis and scientific computing
Data Science
End-to-end data science workflows from exploratory data analysis to model deployment and evaluation.
Additional Competencies
Supporting skills and methodologies
Version Control
Git & GitHub expertise
Research
Paper writing & presentation
Teaching
Curriculum design & lectures
Data Visualization
Matplotlib, Seaborn, Plotly
Model Evaluation
Metrics & Cross-validation
Database
SQL & Data Management