I am an experienced AI/ML team lead and senior AI engineer specializing in developing cutting-edge AI systems, from custom diffusion models and large language models to enterprise-grade agentic workflows. I lead AI research initiatives, implement large-scale machine learning solutions, and develop production-ready AI applications. My expertise extends to multi-agent systems, custom model fine-tuning, and distributed AI architectures with strong experience in cloud deployment and orchestration.
Currently, I lead on-site cross-functional AI/ML teams in Sri Lanka, architecting and implementing scalable AI systems using advanced orchestration frameworks, overseeing deployment of production AI applications on cloud infrastructure, and driving AI innovation in areas including diffusion models, transformer architectures, and speech synthesis. I also conduct specialized work in TTS, language generation, and GPU optimization, managing complex technical projects with a focus on financial services, enterprise systems, and conversational AI sectors.
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