π AI/ML Engineer | Deep Learning & Computer Vision | 3D Perception | Multimodal AI
- π Master's in Robotics from University of Maryland, College Park
- π€ Specializing in Deep Learning, Perception & Multimodal AI
- π Passionate about Autonomous Vehicles, Transformers, & 3D Object Detection
- π Open to collaborations, research, and industry projects
π Currently Working On:
- Building an Agentic AI system that can simulate court trails.. (hell yeah! I'm building an AI Harvey spectre)
- Programming: Python, C++, MATLAB
- Frameworks: PyTorch, TensorFlow, OpenCV, Open3D, TIMM, Hugging Face
- Tools & Simulators: ROS, CARLA, Gazebo, Webots, MoveIt
- Domain Expertise: Deep Learning, Perception, SLAM, Path Planning
π Repo Link
πΉ Tech: Python, PyTorch, Open3D, Hugging Face
πΉ Description: Designed a transformer-based alignment model to bridge LiDAR & RGB image data. Utilized PointNet++ and ViT encoders to unify embeddings.
π Repo Link
πΉ Tech: Python, PyTorch, Open3D, CUDA
πΉ Description: Custom transformer-based 3D object detection model for LiDAR data, leveraging PointNet++ embeddings & a custom loss function.
π Repo Link
πΉ Tech: PyTorch, Open3D, CARLA, PCPNet
πΉ Description: Built a 3D environment reconstruction pipeline achieving 92% reduction in compute time over baseline methods.
π Repo Link
πΉ Tech: OpenCV, SciPy, PyTorch
πΉ Description: 3D reconstruction & rendering pipeline using SfM & Tiny NeRF for photorealistic view synthesis.
π Repo Link
πΉ Tech: Python, Path Planning, CARLA
πΉ Description: Implemented FA-RRT*N algorithm, achieving an 84% decrease in planning time for AV navigation.
π₯ Always open to new opportunities & collaborations. Letβs build something amazing together! π