Ashwin Kumar

I am an AI/ML Developer based in Chennai, India, with a strong focus on building robust RAG systems, multi agent applications, and deploying local LLMs for advanced AI project development. My expertise spans end to end AI solutions, from project architecture to data annotation, model fine tuning, and production implementation.
With practical experience in Python, PyTorch, JavaScript, and Android development, I have engineered complex systems like job scrapers, multi agent platforms, and resume optimizers. My portfolio highlights AI centric projects designed for real world impact, and I am continuously exploring open source tools and new architectures to optimize LLM performance.
I regularly use multiple LLMs for coding, debugging, and research, integrating platforms like Ollama, Qwen, ChatGPT, and GitHub Copilot into my daily workflow. My technical curiosity extends to smart caching, agentic AI development, and multi language support systems. I am passionate about contributing to AI’