Joseph Thomas
University of Maryland | M.Eng. Robotics | Actively seeking roles in Computer Vision, Data Science, Robotics, Deep Learning, ML
- Role
- Ai Applications Developer at Health4theworld Inc
- Location
- College Park, MD, US
- LinkedIn followers
- 500 followers
About Joseph Thomas
Hello! I’m Joseph Thomas, a recent graduate with an MEng degree in Robotics from the University of Maryland. My focus lies in designing and optimizing autonomous systems utilizing advanced technologies. I bring expertise in machine learning, computer vision, and robotic control systems, with hands-on experience in improving navigation accuracy using simulation tools like ROS and Gazebo, as well as developing predictive models for trajectory planning and vehicle speed estimation. With a solid academic background in Robotics and Mechanical Engineering, I have honed my skills in Python, C++, and frameworks such as TensorFlow, ROS2, and OpenCV. My professional work includes tackling complex challenges like creating efficient machine learning pipelines and optimizing models like TinyBERT for resource-constrained scenarios to achieve robust and scalable performance. Key Skills: Computer vision, Path planning, Deep learning, Object detection and segmentation, Large Language Modeling Tools, Languages, and Frameworks: ROS, ROS2, Gazebo, TensorFlow, Keras, OpenCV, PyTorch, SolidWorks, Fusion 360, C++, Python, MATLAB, Git.
Experience
Ai Applications Developer
Feb 2025 — Present · Carmel, CA, US
Evaluated and benchmarked 5+ open-source large language models to ensure compatibility and optimal performance for deployment on GCP T4 GPU instances.• Enhanced LLM contextual accuracy by customizing OpenWebUI\'s RAG pipeline to create a specialized knowledge base from the organization\'s expert medical lectures.• Engineered a scalable MLOps pipeline on GCP, deploying multiple LLMs using Docker and T4 GPUs. This improved response accuracy by an estimated 20% by integrating medical journals through a RAG pipeline, preparing the system for a future global launch to medical professionals.
Education
University of Maryland
Master of Engineering - MEng, Robotics
MIT World Peace University
Bachelor of Technology - BTech, Mechatronics, Robotics, and Automation Engineering
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