Welcome to
Guru Deep Singh's Website.
I am a Software Engineer at Continental AG, specializing in C++, Computer Vision, and LiDAR perception. I build scalable ML infrastructure for Level 4 autonomy.
Technical Expertise
Languages & Core
C++PythonMATLABSQLCMake
AI & Perception
PyTorchOpenCVROSONNXPoint Cloud
Cloud & DevOps
AWSDockerKubernetesJenkinsLinux
Selected Projects
View GitHub →Transformers: PyTorch_TensorRT
High-performance inference optimization of Transformer models using TensorRT. Bridging PyTorch training with production-grade C++ deployment.
C++TensorRTCUDA
W-Net Paper Reproduction
Reproduced the "W-Net: A Deep Model for Fully Unsupervised Image Segmentation" paper in PyTorch. Verified results and published findings on Medium.
PyTorchResearchCV
Digital Guru (RAG Chatbot)
Voice-enabled digital resume. Fine-tuned Llama-3.2 on 100k+ personal messages to replicate my communication style using QLoRA.
LLMRAGLlama-3