Janith Jayasinghe is a Graduate - BSc(Hons) in computer science at University of Sri Jayewardenepura | ML Engineer | Software engineer | Game Developer | Music lover at Pearson. Colleagues describe her as "It is with great pleasure that I recommend Janith, an exceptionally talented and dedicated Machine Learning Engineer. During his time at our company, Janith consistently demonstrated his technical expertise and strong work ethic, playing a pivotal role in helping us achieve our goals. Janith’s deep understanding of machine learning, particularly in the area of Large Language Models (LLMs), has been a tremendous asset to our team. He has successfully implemented Retrieval-Augmented Generation (RAG) techniques and fine-tuned models, significantly enhancing our AI capabilities. His ability to bridge the gap between cutting-edge research and practical implementation has been nothing short of impressive. In addition to his machine learning skills, Janith is also a highly proficient frontend and backend developer. His versatility and ability to contribute across the tech stack have been invaluable, enabling seamless integration of AI models into our products. One of Janith’s most remarkable achievements was his work on a lip sync model. He trained this model using a synthetic dataset generated with Heygen video generator, showcasing his innovative approach and problem-solving skills. This project not only demonstrated his technical prowess but also his ability to leverage new tools and technologies to deliver outstanding results. Janith is not just a highly skilled engineer but also a great team player, always willing to share his knowledge and collaborate with others. His contributions have made a significant impact on our projects, and I have no doubt that he will continue to excel in any future endeavors. I highly recommend Janith for any role that requires a strong foundation in machine learning, software development, and a passion for innovation."