xforcevesa / eqa-rwkv

OpenEQA Embodied Question Answering especially implemented for RWKV

Hi there 👋

Hello and welcome to my GitHub profile! I am a passionate and innovative software developer with a strong foundation in both theoretical knowledge and practical experience. My journey in the field of computer science has been marked by numerous achievements and projects that have honed my skills and broadened my horizons.

Key Skills

• Frontend Development: Proficient in crafting intuitive and responsive user interfaces.
• Model Optimization: Experienced in optimizing large models for faster inference, with a focus on performance tuning.
• Software Development: Skilled in various programming languages such as Python, C++, Go, and Rust.
• Machine Learning: Expertise in model replication, fine-tuning, quantization, and pruning.

Notable Achievements

• Competitions: I have led teams to win accolades in prestigious events such as the Asian Collegiate Supercomputer Competition and the American Mathematical Modeling Competition.
• Research and Development: I have been instrumental in projects that have pushed the boundaries of current technology, including developing a high-speed inference solution for a large model on NVIDIA A800 hardware.

Projects

• AI Chatbot Development: I was the driving force behind the development of a campus AI chatbot, integrating navigation, Q&A, and knowledge dissemination functionalities.
• CUDA Performance Tuning: Designed high-performance CUDA kernels and inference engines for multimodal large models, contributing to significant performance improvements.

Internships

• Software Development Testing: Worked with the openEuler toolchain, focusing on debugging, bug fixing, and optimization.
• AI Algorithm Engineering: Interned at a leading tech company, where I was involved in performance benchmarking and model training.

Educational Background

I am currently pursuing a Bachelor's degree in Computer Science, with a strong academic record and a keen interest in advancing my knowledge in software engineering and artificial intelligence.

I am also involved in the InternLM summer camp.