Proposal for Contribution to Keras 3 OpenVINO Backend Optimization

[vishalharkal15]

I hope this email finds you well. My name is Vishal Harkal, and I am an AI & ML Engineer specializing in MLOps and DevSecOps. I came across the opportunity to enable and optimize GenAI/LLM pipelines for the OpenVINO backend in Keras 3 workflows and found it to be deeply aligned with my expertise and interests.

Having reviewed the project requirements, I am particularly excited to work on implementing support for missed operations in Keras 3 and optimizing the selected GenAI/LLM pipelines to achieve exceptional performance metrics. My familiarity with AI frameworks, tensor operations, and optimization strategies like KV-cache and LoRA adapters would make me a valuable contributor to this initiative.

I have experience in designing, deploying, and optimizing machine learning models, and I possess strong proficiency in Python and scalable solutions. Furthermore, my background includes contributing to open-source projects, such as the Brian2Wasm initiative, which involved WebAssembly integration and browser-based simulations. I believe that my skills and experience are a great match for the objectives of this project.

I am keen to collaborate with you and the team on this exciting endeavor, and I would be grateful for the opportunity to contribute to the advancement of the OpenVINO backend for Keras 3 workflows.

Thank you for considering my proposal. I look forward to hearing from you and discussing how I can support this project. Please feel free to reach out to me at your convenience.