Technical Skills
Programming Languages
- Python - Advanced proficiency in data science, machine learning, and web development
- C++ - Strong foundation in systems programming and algorithms
- Java - Object-oriented programming and enterprise development
- JavaScript - Frontend development and web applications
- C - Systems programming and embedded systems
Machine Learning and Deep Learning Frameworks
- PyTorch - Primary framework for deep learning research and development
- TensorFlow - Model development and deployment
- Keras - Rapid prototyping and model building
- TensorFlow.js - Web-based machine learning applications
- Flask - Web application development and API creation
- HTML/CSS - Frontend development and web design
- Git - Version control and collaborative development
- AWS - Cloud computing and deployment
- GCP - Google Cloud Platform services
- Azure - Microsoft Azure cloud services
- LaTeX - Academic writing and document preparation
- MySQL - Database management and SQL
- PostgreSQL - Advanced database systems
- Scikit Learn - Machine learning algorithms and preprocessing
- OpenCV - Computer vision and image processing
Specialized Areas
- Computer Vision - Object detection, image classification, video processing
- Natural Language Processing - Text analysis and language models
- Edge Computing - Model optimization for resource-constrained devices
- Agricultural AI - Crop monitoring, pest detection, yield estimation
- Medical Image Analysis - Ultrasound image processing and disease detection
- Assistive Technologies - Solutions for visually impaired individuals
Research and Development
- Model Explainability - Interpretable AI and model transparency
- Uncertainty Quantification - Robustness and reliability in AI systems
- Model Distillation - Knowledge transfer and model compression
- Weakly Supervised Learning - Learning from limited annotations
- Multiple Instance Learning - Advanced machine learning paradigms
