Sounak Bhattacharya
Senior Machine Learning Engineer @ Nium
India
Bengaluru
International Trade & Development
Amazon Kinesis, Redis, CUDA, Distributed Systems, FinTech, Terraform, Vertex, Linux System Administration, Operating Systems, Applied Machine Learning, Object-Oriented Programming (OOP), Version Control Tools, Continuous Integration and Continuous Delivery (CI/CD), Version Control, Gitlab, Computer Networking, Cryptography, Apache Spark, Big Data, Big Data Analytics
Experience

Machine Learning Engineer II
• Built Similar Homes Recommender System using Siamese Network Architecture with a Mean Average Precision of 47%, and created an end-to-end ML pipeline, resulting in Listing Details Pages’ Click Through Rate improvement by 13.8 % . • Parsed and normalized free form addresses found in MLS Listings packed with local conventions, arbitrarily shortened strings, abbreviations and other ambiguities into clean canonical representations, that can be indexed efficiently and queried . • Technologies Used : Pytorch, Spark for Big Data Analytics, AWS, SQL ( MySQL ), Kafka, Apache Airflow, FastAPI

Associate Developer
Bengaluru, Karnataka, India
• Implemented HVPA Controller for Gardener, a Custom Resource Definition that manages horizontal and vertical autoscaling of Kubernetes cloud computing clusters • Technologies Used : Docker, Kubernetes, Golang, Cloud Computing frameworks, CI/CD, Gitlab

Software Developer
Hyderabad, Telangana, India
• Implementation of RMA-ID Search Engine in Universal Search Service • Implementation of Prime Cancellation Workflow in Slapshot • Implementation of automated request refund tab on refund failure • Technologies Used : Java, Object Oriented Programming OOP, Design Patterns, HTML & CSS for frontend, Version Control
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