Software Engineer (Machine Learning)
Current• Recognized the requirement for a reliable video hosting platform, built a secure platform for client marketing videos' management and distribution, leveraging AWS services like S3, CloudFront, Kibana, and PostgreSQL, thereby cutting down on the reliance on third-party services.• Utilized ChatGPT, to create customized scripts for clients, significantly enhancing the personalization and attractiveness of marketing videos. • Identified an over-reliance on external platforms operationally and spearheaded the creation of custom tech solutions using AWS tools, facilitating the efficient scaling of production pipelines across over 25 clients.• Developed an in-house pipeline by creating speech synthesis models, such as FastPitch and HiFiGAN, offering unique AI voices for client marketing videos and saved 90% on external service costs.• Imagined a more efficient video production pipeline incorporating AWS services like EC2, ECS, Lambda, and Redis, which significantly increased from 100 to 10,000 units in a day, accommodating the company's increasing client demands.