Abhishek Balasubramaniam

Adas Ai Software Engineer @高通

San Diego, US

Quantized and deployed CNNs, Vision Transformers, LLMs (Llama3, Phi-3.5, Qwen) and Stable Diffusion on Qualcomm SoCs.• Built mixed-precision pipelines (INT8/FP8/FP16) with operator fusion, reducing latency and energy • Co-designed model–accelerator mappings with hardware teams to meet ADAS real-time constraints.• Benchmarked deployments using Qualcomm AI Engine, TensorRT, and ONNX Runtime.• Integrated object detection, lane segmentation, and driver monitoring models into ADAS pipelines, ensuring compliance with ISO 26262 safety standards.• Automated end-to-end model deployment pipelines with Docker, CI/CD, and Python toolchains, reducing integration time.

Colorado State University

Master of Science - MS

Chinmaya vidyalaya Higher Secondary School

High School

Hindustan University

Bachelor of Technology (B.Tech.)

Colorado State University

Doctor of Philosophy - PhD