Harshu Venkatreddy

About Harshu Venkatreddy

As a Machine Learning Engineer, I have enhanced Python-based ML models on GCP, achieving a 20% increase in investment accuracy and improving sentiment analysis for financial reports. I led the development of data-driven financial products, increasing user engagement by 15%, and established GCP-based testing for LLMs like GPT and BERT. I also drove the deployment of generative AI models in finance, applied DevOps principles for automated CI/CD pipelines, and designed efficient data pre-processing pipelines. My work ensures high-performing model deployment and adheres to security best practices, reflecting strong problem-solving abilities and effective teamwork

Experience

1. Machine Learning Engineer

   Wells Fargo

   Jun 2022 — Present · Princeton, NJ, US

   I’m a Machine Learning Engineer with experience designing and deploying scalable AI solutions, with a strong focus on NLP, LLMs, and MLOps. I\'ve worked extensively with Python and cloud platforms like GCP to enhance ML models for financial analytics, improving investment accuracy by 20% and user engagement by 15%. My work includes building domain-specific NLP applications using LLaMA, Mistral, and GPT models, fine-tuning LLMs for AI Copilot use cases, and deploying RAG-based systems for intelligent knowledge retrieval. I\'ve also led containerized model deployments using Docker and Kubernetes, implemented real-time audio AI solutions, and established automated CI/CD pipelines with Cloud Build and Terraform to support robust and efficient ML workflows. I’m passionate about turning unstructured data into actionable insights through generative AI, conversation embeddings, and smart call automation strategies.

Education

• Sacred Heart University

  Master's degree

  2022 — 2023