Harshitha Reddy Email & Phone Number

Princeton, New Jersey, United States

Working as a machine learning engineer, enhancing Python-based ML models for finance on GCP, which led to a 20% increase in investment accuracy. I improved sentiment analysis and market predictions using Python and NLP, and led data-driven financial product development, increasing user engagement by 15%. I established GCP-based testing for LLMs like GPT and BERT, drove deployment of generative AI models, and applied DevOps principles with tools like Cloud Build and Terraform for automated CI/CD… Show more Working as a machine learning engineer, enhancing Python-based ML models for finance on GCP, which led to a 20% increase in investment accuracy. I improved sentiment analysis and market predictions using Python and NLP, and led data-driven financial product development, increasing user engagement by 15%. I established GCP-based testing for LLMs like GPT and BERT, drove deployment of generative AI models, and applied DevOps principles with tools like Cloud Build and Terraform for automated CI/CD pipelines, ensuring efficient deployment and maintenance of ML models. Show less

Pune, India

I spearheaded the development and deployment of machine learning models for NLP, improving LLM functionalities to solve complex business challenges with scalable solutions on GCP. I designed efficient data pre-processing pipelines using GCP's BigQuery and Cloud Storage, optimizing data management and enhancing model training. I converted notebook experiments into modular, production-grade code, employing GCP services for CI/CD, ensuring swift and reliable updates. My work included model… Show more I spearheaded the development and deployment of machine learning models for NLP, improving LLM functionalities to solve complex business challenges with scalable solutions on GCP. I designed efficient data pre-processing pipelines using GCP's BigQuery and Cloud Storage, optimizing data management and enhancing model training. I converted notebook experiments into modular, production-grade code, employing GCP services for CI/CD, ensuring swift and reliable updates. My work included model optimization and hyperparameter tuning, using techniques like cross-validation to deploy high-performing models. Throughout the software development lifecycle, I documented configurations and adhered to security best practices, demonstrating strong problem-solving skills, effective teamwork, and a commitment to high security standards. Show less