Abinila Siva

Background

About Abinila Siva

I'm Abinila Siva, with a robust foundation in Computer Science, holding a Master of Science degree from the University of California, Riverside. My professional journey has been marked by significant achievements in AI, deep learning, and LLM. My passion lies in leveraging technology to solve complex challenges, designing, and implementing innovative AI solutions that fuel transformative business value and spearhead technological breakthroughs. Visit my portfolio here: https://abinilasiva.github.io/ Professional Highlights: • Expertise in Deep Learning & AI: Proficient in building and optimizing deep learning models using PyTorch, TensorFlow, and TensorRT, specializing in AI quantization techniques for 8-bit acceleration and efficient edge deployment. • Embedded AI Deployment: Demonstrated mastery in deploying AI models on embedded platforms, leveraging ONNX and ONNX Runtime, to enhance autonomous vehicle technologies and ADAS systems. • GPU Acceleration: Skilled in harnessing the power of GPU computing to dramatically improve the performance and efficiency of AI models, ensuring real-time processing and analysis. • Cloud & DevOps: Extensive experience with AWS Cloud services, Docker, and Kubernetes, enabling scalable, robust deployment of AI applications. Proficient in implementing MLOps practices and CI/CD pipelines for streamlined development cycles and high-quality software delivery. • Advanced ML Techniques: Deep understanding of LLMs (Large Language Models) and Transformers, applying cutting-edge research to practical applications, from natural language processing to generative AI. My work at Multicoreware Inc includes pioneering a hybrid AI system for autonomous trucking, optimizing algorithms for diverse model types, and leading a comparative study on 3D object detection algorithms. These projects exemplify my ability to translate complex requirements into tangible, impactful solutions. I'm on a quest to explore new frontiers in AI/ML, keen to contribute to projects that leverage my skills in engineering to create innovative solutions driving transformative business value. Let's connect and explore how we can collaborate on the next big thing in AI!