Dhruvi Patel Email & Phone Number

United States

Raritan, New Jersey, United States

• Developing the IGA(Identity Governance Administration) platform to streamline identity access management with GenAI, using Azure OpenAI’s GPT-3.5-turbo-16k and GPT-4 for document-based question-answering and natural language SQL generation.• Implementing a parent document retrieval RAG algorithm with Qdrant as a vector database, achieving 30% improved response accuracy.• Streamlined CI/CD pipelines with GitHub Actions and Jenkins to deploy Docker containers of the application on AWS EC2, reducing deployment cycles by 30%.• Optimizing retrieval efficiency, reducing latency by 35% through advanced embedding and vector storage techniques.

Raritan, New Jersey, United States

Ahmedabad, Gujarat, India

• Led development of a machine learning code stack using OOP principles to automate text processing pipelines and train custom ML models for over 3 enterprise clients• Orchestrated end-to-end ML projects with models like Logistic Regression, CNN, LSTMs, and word2vec, achieving over 60% recall at 80% precision on diverse datasets• Introduced transformer models like BERT for text categorization and summarization, increasing recall by 10%• Collaborated on NLP tasks such as question answering, text summarization, and entity recognition for enterprise clients, working with over 1M rows

Ahmedabad, Gujarat, India

• Executed client data analysis with SQL in Amazon Athena and Redshift, optimizing data retrieval and aggregation• Designed ETL pipelines for seamless data integration, Programmed data pipelines with pandas increasing processing efficiency by 40%• Crafted complex SQL queries for detailed reporting and automated data pipelines, reducing errors by 50%• Constructed interactive dashboards in Tableau and PowerBI for data-driven decision-making

Master Of Science - Ms, Computer Software Engineering

Bachelor Of Engineering - Be, Computer Engineering