Gadibavi Ashok Kumar Reddy

About Gadibavi Ashok Kumar Reddy

Building and deploying advanced AI/ML solutions, leveraging expertise in transformer-based large language models and document intelligence. • Designed and optimized multimodel systems,document intelligence systems for structured and unstructured data extraction from large datasets, including document review and document summarization using RAG pipelines powered by Mistral-7B.• Built and maintained Retrieval-Augmented Generation (RAG) workflows to handle large datasets, enabling high-accuracy context retrieval and effective knowledge grounding.• Deployed and served LLMs using vLLM on AWS, optimizing GPU utilization and inference throughput for production-scale workloads.• Developed asynchronous backend services using FastAPI and managed request routing and load balancing with Nginx, ensuring reliable and scalable inference services.

Experience

1. Associate Engineer

   Enfinity Global

   Jun 2024 — Present · Hyderabad, IN

   Engineer with over 1 year of experience applying machine learning to power andenergy systems. Strong foundation in electrical engineering with a growing focus on data science and large language models (LLMs). Proficient in Python with hands-on experience in data preprocessing and time series forecasting for battery optimization and grid behavior analysis. Skilled in fine-tuning transformer-based models using Hugging Face and exploring advanced architectures like Retrieval-Augmented Generation (RAG) for domain-specific applications. Passionate about leveraging AI to build scalable, intelligentsolutions that solve real-world energy challenges through data-driven innovation.

Education

• Sri Krishnadevaraya University (SKU), Anantapur

  Bachelor of Engineering - BE, Electrical and Electronics Engineering

• National Institute of Technology Tiruchirappalli (NIT Trichy)

  M.Tech, Electrical and Electronics Engineering