About

Saravana Nukala is a Senior Machine Learning Engineer with extensive experience in developing and architecting REST APIs, data ingestion pipelines, and serving machine learning models at high scale. He is comfortable designing solutions using AWS using Python, Docker, and Java (Spring Boot framework) and has expertise in infrastructure as code for AWS solutions using Terraform. Saravana has experience in machine learning applications such as Naive Bayes, deep learning concepts like Convoluted Neural Networks, Recurrent Neural Networks in the domains of NLP and recommendation systems, as well as Object Detection. He is experienced in using Tensorflow, scikit-learn, Keras, and numpy libraries for machine learning applications along with Apache Spark on Databricks. Currently, Saravana works as a Senior Machine Learning Engineer at Twitter, where he is working on scaling NLP problems. Prior to this, he has worked as a Software Development Engineer at Amazon and as a Senior Machine Learning Engineer at Glassdoor. At Glassdoor, he operationalized high scalable ML models related to Search Ranking, Knowledge Graph, Recommendations, and Natural Language Understanding. Saravana has completed several Nanodegrees in Data Engineering, Data Science, Natural Language Processing, and Deep Learning from Udacity. He has a Bachelor's degree in Applied Science, Honours in Computer Engineering from the University of Waterloo. Saravana's tech stack includes ML, AWS, NLP, Python, Java, Spark, NLU, Deep Learning, Terraform, Neural Networks, Recommendation system, Naive Bayes, Object detection, Scikit, Keras, Databricks, RNN, Docker, SQL, Spring Boot, Spring, Sentiment Analysis, CNN, Object Detection, infra, Apache Airflow, Tensorflow, Software Engineer, Apache storm, Microservices, ETL, Text Classification, Data Scientist, Cassandra, Search, Word2Vec, Research Scientist, Pandas, PHP, Elastic Search, Kafka, Jenkins, Pytorch, Sagemaker, ECS, AI, Normalization, Data Engineering, AWS Glue, Amazon Athena, Data Warehouse, Flask, Postgres, GCP, Apache Hive, Integration, Frontend, Backend. Saravana has 8.77 years of relevant experience and is a skilled machine learning engineer with expertise in designing and implementing scalable solutions for machine learning applications.