Technical Arsenal

Comprehensive understanding of neural network architectures, backpropagation, and optimization techniques. Experience with CNNs, RNNs, and attention mechanisms.

Solid foundation in classification, regression, SVM, Bayesian learning, decision trees, and ensemble methods.

Experience with data preprocessing, feature engineering, statistical analysis, and data visualization techniques.

Hands-on experience with ROS for autonomous robot manipulation, including node communication, service calls, and action servers.

Implementation of particle filter algorithms for localization, mapping, and autonomous navigation in dynamic environments.

Understanding of robot kinematics, dynamics, and control theory for autonomous system design and implementation.

Primary language for AI/ML development, robotics programming, and data science applications. Extensive experience with scientific libraries.

Strong proficiency in modern JavaScript for web development, algorithm visualization, and interactive applications.

Proficient in leveraging AI models for code generation, debugging, optimization, and technical problem-solving.

Using AI tools for performance analysis, refactoring, and implementing best practices in software development.

Collaborative development of complex algorithms with AI assistance, including pathfinding, optimization, and game AI.

Modern web development with responsive design, animations, and interactive user interfaces.

Proficient with Git for code versioning, collaboration, and project management.

Understanding of database design, SQL queries, and data management for applications.