RRRevanth Regeti
@revanthregeti
Data Scientist at Applines Inc
Chennai, India
Revanth Regeti is a Data Scientist with experience in developing and deploying machine learning solutions. He has expertise in building ML model lifecycles using tools like Mlflow and deploying models on AWS EC2. His skills include creating text classification and NER models, and optimizing inference processes, resulting in significant cost and time reductions.
Experience
Data Scientist
Applines Inc
Reduced the time taken for processing inference on videos by more than 60%, therefore reduced the cost of the Instances on AWS. Created Pipelines for entire Machine Learning model lifecycle using Mlflow and Data Annotations on AWS. Created various text classification models with more than 92% F1-score to classify whether a call falls into certain categories. Created an NER model with 77% F-score to identify certain custom keywords for the project usecase. Worked on various speech to text services and integrated them onto our product, which increased the quality of the product. Deployed models on Amazon EC2 Instances and got involved in monitoring and Integrating Machine learning models on the backend.
Education
Vit University
B.Tech
Computer Science and Engineering
Sri Chaitanya Educational Institutions
Higher secondary Education (XII)
Sri Chaitanya Educational Institutions
Secondary Education (X)