Senior Data Analyst · kW Engineering
Building AI-driven energy analytics platforms for utilities and large facility portfolios.
Proof of Work
GridGauge · kW Engineering
Self-initiated AI-driven energy intelligence platform for utilities and large facility portfolios.
SkyPosium 2025 — EnergyAgent Presentation · SkyPosium Conference
Presented EnergyAgent (forecasting, anomaly detection, AI chatbot prototype) at the SkySpark community conference.
Rate Study Dashboard · kW Engineering
Tariff comparison dashboard using Arcadia/Signal API for utility rate optimization.
Proactive Demand Management Dashboard · kW Engineering · Marriott
Forecasts meter usage and alerts clients before they set new monthly peaks.
ASHRAE Homer Addams Award · ASHRAE
ASHRAE's award recognizing outstanding doctoral research in HVAC&R and building science.
EnergyAgent · kW Engineering
AI tool that auto-detects anomalous energy use across hundreds of buildings.
Can LLMs Understand EEMs? (IBPSA SimBuild 2024) · IBPSA-USA · Denver, CO
Conference paper on using LLMs and text embeddings to manage and translate energy efficiency measure data.
ASHRAE Hot Air Podcast appearance · ASHRAE Hot Air Podcast
Podcast appearance with PhD advisor Dr. Amanda Webb discussing 1836-RP and AI in buildings.
ASHRAE Journal Article (April 2024 issue) · ASHRAE Journal
Featured article on the 1836-RP research in the April 2024 issue of ASHRAE Journal.
TimeGPT-1 Fault Detection in SkySpark · kW Engineering
Integrated foundational time-series model TimeGPT-1 as a fault detection tool in SkySpark.
Data Analyst II · kW Engineering
Built AI tools to detect anomalies, forecast loads, and standardize data across hundreds of buildings.
PhD Dissertation — Leveraging NLP and LLMs to Standardize EEMs · University of Cincinnati
Doctoral dissertation on using NLP and LLMs to understand, categorize, and standardize building energy efficiency measures.
Standardized Categorization System for EEMs (1836-RP journal article) · Science and Technology for the Built Environment
Peer-reviewed journal article on the categorization system developed in ASHRAE 1836-RP.
ASHRAE RP-1836 Final Report · ASHRAE
Final research report for ASHRAE Research Project 1836-RP on standardizing EEMs.
An EEM by any other name (ASHRAE 2023, Tampa) · ASHRAE 2023 Annual Conference · Tampa, FL
Conference paper on best practices for naming energy efficiency measures.
What we talk about when we talk about EEMs · Science and Technology for the Built Environment
Used text mining and topic modeling to analyze 3,500 energy efficiency measures across 16 sources.
Water Conservation Measures Analysis (with NREL) · University of Cincinnati · NREL
Reviewed and re-categorized NREL's draft Water Conservation Measures using 1836-RP methodology.
LEED Machine Learning & AI Course Module · University of Cincinnati
Developed a course module on AI and ML applications in LEED-certified buildings.
Energy Poverty Research (RECS 2015) · University of Cincinnati
Analyzed Residential Energy Consumption Survey data to identify drivers of fuel poverty in the U.S.
Graduate Certificate in Data Analytics · University of Cincinnati
GPA 3.81. Completed alongside PhD coursework.
Data Analyst Intern · kW Engineering · Oakland, CA
Summer internship enhancing the nmecr R package and authoring M&V reports.
nmecr R Package Contributions · kW Engineering
Enhanced and contributed to the nmecr R package for building energy modeling and savings analysis.
ASHRAE 1836-RP — Standardizing EEMs · University of Cincinnati · ASHRAE
Lead PhD research — standardized categorization system for 3,500+ energy efficiency measures.
Graduate Research Assistant · University of Cincinnati
Five years of NLP research applied to building energy data — from BERT to GPT-4.
Ph.D. in Building Systems (Civil Engineering) · University of Cincinnati
Five years of NLP research applied to building energy data — from BERT to GPT-4.
Cincinnati State College Energy Audit (Harrison Campus) · University of Cincinnati · M.Eng. class project
Class project — benchmarked EUI, recommended EEMs reducing utility bills by 17% (~$6K/year).
LEED Green Associate · U.S. Green Building Council
Foundational credential in green building principles and LEED rating systems.
M.Eng. Construction Engineering Management · University of Cincinnati
GPA 3.75. Construction and project management focus.
BIM Intern, Infrastructure Department · Techture Structures Pvt. Ltd. · India
BIM coordination for Expo 2020 Dubai utility infrastructure design.
B.E. (Hons.) Civil Engineering with M.S. (Hons.) Physics (Dual Degree) · Birla Institute of Technology and Science (BITS Pilani) · India
Five-year integrated dual-degree program. GPA 8.1/10.