Experience

Sunrise Technology Inc.

• United States
• IT Services and IT Consulting
• 1 - 100 Employee

• Research Intern

  • Jul 2023 - Present

  - Enhanced Real-Time Data Processing: Aided the modernization of an autonomous driving system to facilitate real-time data acquisition, processing, control, and machine learning. Utilized the Robot Operating System (ROS) framework, wrote high-throughput C/C++ modules for sensor data processing, and integrated them with an intelligent control agent developed in Python. - Optimized Hardware Integration: Deployed cutting-edge hardware including Nvidia Jetson, Depth Cameras, and LiDAR to augment data inputs. Actively leading efforts to integrate Raspberry Pi 4B with Google Coral Accelerator, aiming to significantly reduce computational overhead while maintaining real-time reinforcement learning capabilities. - Advanced Machine Learning Techniques: Conducted in-depth research and hands-on experimentation with state-of-the-art End-to-End deep learning algorithms such as Behavior Cloning, Imitation Learning, and Deep (Inverse) Reinforcement Learning. Implemented and fine-tuned multiple deep neural network architectures, including MLP, CNN, LSTM, and Transformer, to optimize performance. - Accelerated Model Training: Engineered a robust data recording system to enable the reuse of historical session data in reinforcement learning models. This innovation substantially reduced the training time, accelerating the path to deploying more efficient and intelligent control systems. Show less



(USTA) United States Tennis Association

• United States
• Spectator Sports
• 700 & Above Employee

• Tennis Umpire

  • Sep 2023 - Present

  - Officiated USTA-sanctioned junior tennis matches, ensuring adherence to the rules and maintaining the highest standards of professionalism and fairness. - Collaborated closely with tournament directors and organizers to facilitate smooth operations during match days. - Managed on-court disputes and player challenges, ensuring a fair resolution in line with USTA guidelines. - Maintained an up-to-date knowledge of the USTA rules and regulations. - Assisted in the pre-tournament setup and post-tournament breakdown, including net and court preparations. - Fostered a respectful and sportsmanlike environment among players, coaches, and spectators. Show less



Stony Brook University

• United States
• Higher Education
• 700 & Above Employee

• Intern

  • Jul 2023 - Aug 2023

  - Database Development: Spearheaded the design and implementation of a comprehensive database architecture, leveraging Microsoft SQL Server as the backend. This foundational database system was accompanied by a user-friendly user interface, facilitating effortless access for the general public to a wealth of research projects and findings. - Chatbot Creation: Developed a chatbot empowered by a Large Language Model (LLM) named LLaMA2. This chatbot was engineered to understand and respond to custom user queries, thereby significantly simplifying the process of user interaction with the Advanced Energy Research Center’s diverse range of projects. - Integration: Successfully integrated the LLaMA2 chatbot with the newly created database, achieving a seamless user experience that combined the capabilities of both platforms. This integration allowed for intuitive, real-time query processing and information retrieval. - Technical Troubleshooting: Faced hardware limitations that prevented the full-scale training of the LLM. Despite this challenge, the groundwork laid during the internship served as a solid foundation, setting the stage for future optimization and deployment of the chatbot system. Show less