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.
- 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.