Srija N Email & Phone Number

Chicago, Il, Us

Oakland, California, United States

● Developed and enhanced robust data processing and transformation pipelines using Apache Spark with python, focusing on GenAI-powered features for real-time predictive analytics and automated decision-making systems.● Specialized in deploying advanced machine learning models using TensorFlow, with a particular emphasis on deep learning techniques for state-of-the-art chatbot development and various generative AI projects.● Collaborated with cross-functional teams to define requirements and design sophisticated architecture for AI-driven chatbot systems, utilizing cutting-edge technologies like Vertex AI, Dialogflow, and GPT-4 for enhanced natural language understanding and generation capabilities.● Conducted advanced research, PoCs, and experimentation with linguistic and generative models to significantly improve chatbots' conversational abilities, understanding, and response generation.

San Francisco, California, United States

● Optimized and monitored Apache Spark applications for large-scale data processing, incorporating Python and Scala for core algorithm implementation, data transformation, and machine learning model development.● Enhanced data extraction, aggregation, and consolidation using PySpark and Python ML libraries.● Proficient in implementing CI/CD pipelines for machine learning models using Jenkins and integrating these with version control systems like Git in Linux environments.● Integrated Python Machine Learning libraries, such as Scikit-Learn, TensorFlow, and PyTorch for advanced data analytics and predictive modeling on large datasets ingested from Relational DB, Oracle database, and PostgreSQL into HDFS and loaded into Hive tables, AWS S3.