Padmavathy Cebolu Srinivasan
Santa Clara,CA
Summary
Results-driven Master’s Graduate in Applied Data Science with over 5 years of experience with Synchrony Banking project. Proficient in Python, SQL, machine learning, and artificial intelligence. Skilled in end-to-end model development, big data processing, and deploying scalable analytical solutions. Proficient in modern frameworks like PyTorch, TensorFlow, Spark, and Kafka, with expertise in CI/CD pipelines, MLOps, and cloud computing (AWS).
Overview
8
8
years of professional experience
Work History
Intern - Data Scientist
CDUS-LLC
05.2024 - 08.2024
- During my internship at CDUS-LLC, I developed predictive models aimed at forecasting daily stock market movements
- This involved a combination of advanced machine learning techniques, neural networks, and natural language processing (NLP) for sentiment analysis
- The models provided valuable insights into daily stock market trends
- Automated pipeline to predict stock on scheduled time and place orders
- Towards the end of my internship, I deployed the model to the cloud, enabling it to generate daily predictions that could be accessed via a web service
- This deployment ensured that the results were readily available and could be integrated into the company's decision-making processes
Associate Consultant
Capgemini
Chennai, India
01.2017 - 01.2022
- Designed and executed complex SQL queries to analyze datasets exceeding 5TB, reducing query execution time by 25%
- Built and deployed predictive models in Python to improve customer churn prediction accuracy, leading to a 15% retention rate increase
- Conducted A/B tests on product features, leveraging statistical methods to measure performance improvements
- Collaborated with cross-functional teams to design machine learning solutions, enhancing product recommendations by 20%
Education
Master of Science - Data Analytics
San Jose State University
California01.2024
MBA - Human Resource Management
Alagappa University
Chennai, India01.2022
Bachelor of Engineering - Computer Science
Sathyabama University
Chennai, India01.2017
Skills
- Python
- MySQL
- MongoDB
- Hadoop
- REST APIs
- AWS
- GCP
- Pivotal Cloud Foundry
- Git
- Jenkins
- Docker
- Kubernetes
- Retrieval-Augmented Generation (RAG)
- Large Language Models (LLMs)
- LangChain Implementation Skills
- Natural Language Processing (NLP)
- Tableau
- PowerBI
- Numpy
- Pandas
- Matplotlib
- TensorFlow
- PyTorch
- Hugging Face
Educational Projects
Air Quality Forecasting using Machine Learning:
Developed a hybrid model for precise air quality forecasting, integrating Time Series Analysis and machine learning techniques.
E-Commerce Application using MySQL:
Developed an e-commerce application with a MySQL database and designed a GUI app using Qt designer, integrating both operational and analytical databases.
Traffic Management System (TMS) using Neural Networks:
Developed an enhanced urban traffic management and forecasting system utilizing advanced deep learning techniques for real-time traffic analysis.
Timeline
Intern - Data Scientist
CDUS-LLC
05.2024 - 08.2024
Associate Consultant
Capgemini
01.2017 - 01.2022
Master of Science - Data Analytics
San Jose State University
MBA - Human Resource Management
Alagappa University
Bachelor of Engineering - Computer Science
Sathyabama University