Nabhit Arorra

About Nabhit Arorra

Currently pursuing an undergraduate degree in Data Science and Statistics at Penn State University, with an expected graduation in May 2026. At Tavant, contributed to building Azure ML pipelines for processing large-scale IoT sensor data, reducing preparation time by 30% through Python and SQL optimizations. Collaborated on training predictive models using XGBoost, achieving an 89% recall rate for critical components and enabling proactive maintenance decisions through explainability tools and real-time monitoring APIs deployed via FastAPI on AKS. Previous experience includes automating IT inventory processes at Penn State IT, saving significant time and improving asset allocation through Power Apps and SQL. As a participant in the New York Academy of Sciences Global STEM Alliance, contributed to AI and blockchain-enabled solutions addressing healthcare and sustainability challenges. Passionate about leveraging applied machine learning and cloud technologies to drive impactful, data-informed decisions in real-world applications.

Experience

1. Data Science Intern

   Tavant

   Jun 2025 — Present · Santa Clara, CA, US

   Assisted in building Azure ML pipelines processing 10M+ IoT sensor logs, reducing data prep time 30% via Python/SQL optimizations. Collaborated on training XGBoost failure prediction models using sensor telemetry, achieving 89% recall for critical components. Deployed real time monitoring API via FastAPI on AKS, integrated with Power BI used by 50+ service technicians. Implemented SHAP explainability and Power Automate alerts to guide proactive maintenance decisions. Researched LLM document routing (Claude + RAG) prototype for service logs, presenting findings to leadership.

Education

• Penn State University Engineering

  Undergraduate

  2022 — 2026

• Greenwood High International School

  International Baccalaureate Diploma Programme & International Certificate of Education, Cambridge

  2016 — 2022