Aishwarya Tandel

Development of RAG-based chatbot application using Streamlit and Azure OpenAI, enabling dynamic document retrieval and context-aware responses from LLMs.

Implemented Machine Learning and Deep Learning networks, such as XGBoost, Random Forest Classifier, Isolation Forest, LSTM, and BiLSTM, to solve a binary classification problem of detecting CT system failures.

• Streamlined reporting process by replacing daily email alerts with an automated Power BI dashboard, enhancing user productivity. • Worked on extraction of data using MS SQL & MongoDB, transformation & visualization of data using Power BI. • Data analysis & creating usage monitoring dashboards using Power BI, Azure AppInsights, C#, Angular & Git. • Writing wiki articles/documentation about the processes in Azure DevOps.

• Developed a full-stack Java application for procurement monitoring in a team of 10 developers, serving 500+ users using Spring Boot, SQL & Angular. • Completed 50+ user stories involving tasks related to developing new features, code refactoring, unit testing, enhancements, etc. • Improved the code coverage from 30% to 80% by writing unit test cases using Mockito.

Academic courses: - Deep Learning - Machine Learning for Time Series - Machine Learning in Signal Processing - Artificial Intelligence - Pattern Recognition - Pattern Analysis - Selected Topics in Mathematics of Learning - Business Intelligence - Data Science Survival Skills