Hruthik Vurukonda

About Hruthik Vurukonda

CBRE leverages my expertise in AI and machine learning to advance real estate technology.…

Experience

1. Ai Ml Engineer

   CBRE

   Jan 2023 — Present

   Lead the development of an advanced property valuation system using ensemble machine learn-ing models and computer vision, significantly improving accuracy over traditional methods andSupporting substantial commercial real estate transactions• Design and implement a real-time property recommendation engine leveraging user behavior dataand property characteristics, increasing client engagement and reducing time-to-transaction• Architect and deploy a Retrieval-Augmented Generation (RAG) system integrating company’sproprietary real estate knowledge with GPT models, enabling precise, context-aware responsesfor client-facing applications• Develop computer vision models for automated property assessment from images and videos, con-siderably reducing manual inspection time and standardizing quality evaluations across markets• Build and maintain a comprehensive MLOps pipeline using Kubernetes, MLflow, and GitHubActions, enabling automated testing, deployment, and monitoring of multiple production MLmodels• Create a real-time anomaly detection system for building occupancy and utility usage, identifyingoptimization opportunities that generated significant annual savings across managed properties• Lead the development of a sophisticated document intelligence system using transformer modelsto automatically extract, categorize, and analyze information from property documents with highaccuracy• Implement advanced time-series forecasting models for commercial real estate market predictions,achieving notably lower error rates than previous forecasting methods• Design and deploy a geospatial analytics platform integrating multiple data sources to providelocation-based insights for investment decision-making, used by numerous investment analysts• Develop custom embeddings for real estate entities and documents, enabling semantic search andSimilarity analysis across CBRE’s extensive property database

Education

• University of Massachusetts Dartmouth

  Master's degree