Megha Guha

About Megha Guha

I\'m a Backend Developer specializing in building high-performance microservices and distributed systems, with the added advantage of Data Science and AI/ML expertise to create intelligent backend solutions. My core strength lies in architecting robust systems using Spring Boot, Cloud Native principles, and AWS services, while strategically enhancing them with machine learning capabilities when it delivers real business value.Currently at BJ\'s Wholesale Club, I design and optimize Java-based microservices for critical operations like real-time inventory management, while also developing the data pipelines and software integrations that power these systems. My work demonstrates how traditional backend engineering and modern data science can work in concert - whether that\'s implementing Spring Cloud Config for service management or designing Python-based ETL workflows to feed predictive models.With a Master\'s in Data Science, I bring unique value in:> Developing production-grade Java services that optionally incorporate ML components.> Building hybrid architectures where Spring Boot microservices interact with AI models.> Implementing NLP features within conventional backend systems (like my Dialogflow chatbot).> Optimizing model-serving infrastructure alongside core application logic.

Experience

1. Software Engineer

   Quadrant Technologies

   Feb 2024 — Present

Education

• University at Albany

  Master of Science - MS, Data science

• Kalinga Institute of Industrial Technology, Bhubaneswar

  Bachelor of Technology, Electrical, Electronics and Communications Engineering

  2014 — 2018