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Ramya
Data Scientist @ EY | Ex- Python Developer, Machine Learning Engineer @ Accenture
About
Ramya Murugesan is a skilled Data Engineer with a demonstrated history of delivering high-impact, product-focused solutions using vast amounts of data. She is proficient in Python, Pandas, Machine Learning, Deep Learning, Hive, SQL, Github, Docker, CI/CD, and Agile methodology. Ramya is passionate about solving real-world problems using data science domain and has relevant experience of 3.44 years. Currently working with EY Technology Solutions as a Senior Business Consulting, Ramya has previously worked with Accenture as an Application Development Analyst and Associate Software Engineer. During her tenure at Accenture, she has worked on various projects for UK-based Telecommunication clients. She has developed a data pipeline and a backend system to fetch data from the Oracle database on a day-to-day basis and derive data insights out of them. She has also built an end-to-end monitoring and reporting tool to visualize the conversations of a chatbot and provide insights to the business using Pandas and Numpy. Ramya has created a Machine Learning model to predict the churn values and optimized the model using Regularization techniques. She has also worked with Docker containers for production deployment and responsible for debugging production defects. Ramya has maintained the code versions in Github and mentored junior peers in writing and debugging hive query. Ramya has also developed an entire NLP model for public users using AI platform IBM Watson Assistant. She has developed a dialog flow for production chatbot with 10k users per day using Deep Learning RNN model. Ramya has collaborated with onsite clients to get the sprint requirements and design. She has worked independently on Developing, testing, and deploying the Reporting part of the chat Application. Ramya has engaged with the backend team in writing test cases and was responsible for solving high priority defects. She has hands-on experience on Linux commands to debug the production logs. Ramya was responsible to deploy the code in CI/CD pipeline and to maintain the code version in Github. Ramya has completed her Bachelor of Engineering in Computer Science from Sri Krishna College of Engineering and Technology. Her tech stack includes ML, Python, Data Engineering, Data Scientist, SQL, Docker, Pandas, Deep Learning, CI/CD, Apache Hive, Backend, NLP, test, Software Engineer, AI, and RNN.
Education Overview
• texas mccombs school of business
• sri krishna college of engineering and technology
Companies Overview
• ey technology solutions
• accenture
Experience Overview
4.5 Years
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