Anitha Govindaraju
Senior Ai Specialist @Duke Energy Corporation
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WORK HISTORY
Senior Ai Specialist @Duke Energy Corporation
US
Generative AI Development: Architected a multi-modal Generative AI application using AWS Bedrock, featuring advanced question answering with Retrieval-Augmented Generation (RAG), intelligent document interrogation, automated summarization, and comprehensive analysis. Evaluated frameworks like LangChain and Haystack to optimize performance using Kendra, OpenSearch, Aurora, and PGVector.LLM Fine-Tuning: Fine-tuned state-of-the-art LLMs, including Llama-3, for knowledge base retrieval. Implemented Parameter-Efficient Fine-Tuning (PEFT) techniques (LoRA, QLoRA, Adapter-based) and utilized BitsAndBytesConfig for quantization, enhancing accuracy and efficiency while reducing resource consumption.Entity Extraction: Developed an entity extraction module with AWS Textract and annotated entities in PDFs using AWS SageMaker Ground Truth, training a custom Named Entity Recognition (NER) model with AWS Comprehend.
EDUCATION
Vemana Institute Of Technology
Bachelor's degree, Computer Science
University of Galway
MSc in Computer Science - Artificial Intelligence, Artificial Intelligence
ABOUT ANITHA GOVINDARAJU
I am a motivated, analytical, passionate, innovation-oriented strategic thinker, with 10+ years of IT experience. Have expertise in transforming data into an easily comprehensible form used for analysis that in turn can drive high impact business decisions.Completed my master’s in computer science (Artificial Intelligence) at National University Ireland, Galway, Ireland Modules: Machine Learning, Deep Learning, Data visualization, Natural Language Processing (NLP), Agents, Multi-agent systems and Reinforcement Learning, Tools and Techniques for Large Scale Data Analytics (Java, MapReduce concepts, Hadoop, Apache Spark), Information Retrieval, Programming and Tools for AI (Python, Introduction to R), System Modelling and Simulation, etc.I am a highly motivated self-starter, who is well organized and always willing to go the extra mile. Solutioning, encouraging, and serving are my core motivators.A strong believer of -\"Data is where it all begins\".
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