Loveneet Nigam
AI Engineer at NVIDIA | NIMs on WSL | Expert in Embedded Systems, OS
- Role
- Senior Ai Engineer, Windows Ai Team at NVIDIA
- Location
- Hyderabad, TG, IN
- LinkedIn followers
- 500 followers
About Loveneet Nigam
As an AI Engineer at NVIDIA, I lead the integration of NVIDIA Inference Microservices…
Experience
Senior Ai Engineer, Windows Ai Team
Apr 2024 — Present · Noida, IN
Leading the integration of NVIDIA Inference Microservices (NIM) on the Windows Subsystem for Linux (WSL), facilitating the deployment of popular AI models on RTX GPUs for local execution.Optimizing AI model inference performance on TensorRT and TensorRT-LLM (TRT/TRTLLM) backends, achieving significant enhancements in inferencing speed and efficiency compared to other popular backends such as llama.cpp, onnx-genai-dml, and PyTorch.Researching and implementing optimal model quantization strategies to balance accuracy with computational efficiency, ensuring effective local inferencing alongside ongoing graphics and compute workloads.Developing an SDK library to support third-party user interfaces, making it easier for external workflows to integrate NVIDIA\'s inference technology seamlessly.
Education
Indian Institute of Technology (Indian School of Mines), Dhanbad
Bachelor of Technology (B.Tech.), Computer Science and Engineering
2007 — 2011
OSVN Inter College, Kanpur
Science
1999 — 2006
Skills
- Software Development
- Arm Processor Architecture
- C
- Embedded Systems
- Linux Kernel
- Linux
- Arm
- C++
- Algorithms
- Threadx
- Debugging
- Data Structures
- H/W Level Debugging
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