Manoj Reddy

About Manoj Reddy

AI/ML Engineer passionate about building production-ready machine learning and Generative AI systems. With 4+ years of experience, I specialize in developing scalable ML pipelines, NLP solutions, and AI-powered analytics platforms.Currently contributing to AI innovation at Walmart, working on large-scale data and Generative AI solutions. My technical stack includes PyTorch, Hugging Face Transformers, and modern AI frameworks like LangChain.Previously worked on healthcare AI at Siemens Healthineers and personalization systems at Apple, focusing on real-world AI applications across industries.Always interested in AI research, innovative ML applications, and collaborating with teams building impactful technology.

Experience

1. Ai Machine Learning Engineer

   Walmart

   May 2024 — Present · Sunnyvale, CA, US

   Designed and deployed Generative AI retail intelligence solutions using LangChain and LlamaIndex, enabling semantic search across 10M+ product records and improving internal data discovery by 45%.• Built Retrieval-Augmented Generation (RAG) pipelines integrating retail data lakes and product catalogs using Pinecone and FAISS, enabling natural-language analytics for merchandising teams.• Developed deep learning demand forecasting models using PyTorch, improving inventory planning accuracy and reducing stock-out incidents by 30% across distribution centers.• Built real-time ML pipelines using Apache Spark and Apache Kafka to process large-scale retail transaction data for predictive analytics.• Deployed production AI models using Docker and Kubernetes, implementing automated model lifecycle management with MLflow.

Education

• National Institute of Technology Warangal

  Bachelors of Technology Btech, Computer Science

• University of Massachusetts Amherst

  Master's degree, Computer Science