Welcome to
Guru Deep Singh's Website
I am a Software Engineer at Aumovio (Previously Continental AG), specializing in ML, 3D/2D Computer Vision, and multi-sensor perception – delivering scalable, production ML systems from research to deployment.
Technical Expertise
Languages
C++PythonCUDASQL
Agentic SDKs
OpenAI Agents SDKLangGraphMCPCrewAIn8n
AI & ML
PyTorchOpenCVTensorRTONNXROS/ROS2
Cloud & DevOps
AWSAzureDockerKubernetesJenkinsCMakeJiraConfluence
Selected Projects
View GitHub →Llama-2
PyTorch implementation of the Llama-2 language model architecture, designed specifically for inference.
PyTorchKV CacheSelf-AttentionCUDA
Transformer PyTorch TensorRT
PyTorch implementation of the Transformer architecture from the paper "Attention Is All You Need" for machine translation tasks.
PyTorchTensorRTCUDA/ROCm
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
AWS Digital Resume
Interactive digital resume built on AWS serverless services, integrating RAG with Groq API.
AWSRAGGroqServerlessS3