Naga K.

Data Engineer Analyst @MedImpact Healthcare Systems, Inc.

San Diego County, CA, US

A Data Engineer/Analyst and Machine Learning Engineer with a solid background in Computer Science and Software Development Life Cycle. Experience working in a fast - paced• Data-driven setting fostering collaborations to maintain the edge necessary for delivering products and services built on innovative technologies like Artificial Intelligence and Machine Learning.• Developed and fine-tuned large-scale language models (GPT-4, T5) for diverse NLP tasks, improving model accuracy by 20% and reducing computational costs by 15%.• Spearheaded the deployment of a generative AI-based content generation system, leading to a 30% increase in content output for marketing teams while maintaining quality.• Applied techniques like transfer learning and few-shot learning to train LLMs on proprietary datasets, enhancing domain-specific language understanding.• Optimized LLM performance for real-time inference, reducing latency from 2.5s to 1.2s using model quantization and GPU acceleration.• Natural knack for diving deep into a problem to find a creative solution with a roll-up-your-sleeve attitude.• Lead a team of Data Scientists and Engineers to develop and productionize various versions of Machine Learning and Natural Language processing models in novel microservices architectures of batch scoring and real-time API serving of predictions.• Research and document advanced solutions architecture for other enterprise customers including building CI/CD pipelines and a robust monitoring system for model performance