Ayush Gupta
AI Researcher | Duke Alumni | Dean’s Research Award Winner | GATE AIR 79 (Top 1%)
- Role
- Ai Engineer at Geolabe
- Location
- Charlotte, NC, US
- LinkedIn followers
- 500 followers
About Ayush Gupta
As an AI researcher, I like to work on the potential of AI in different fields to solve…
Experience
Ai Engineer
May 2024 — Present · Durham, NC, US
Developed an AI model to detect energy equipment assets from high-resolution Sentinel-2 satellite imagery, leveraging Google Earth Engine, GCP, and Kubernetes for large-scale data processing. Trained on 2M+ geospatial images using CNNs and parallel GPU pipelines, enabling the development of a U.S-wide application for automated energy infrastructure monitoring.• Developed an end-to-end geospatial data pipeline using Python and BigQuery, significantly improving the pre-processing stage of the Methane Detection AI model. This led to an increase in detection accuracy from 85% to 97% and improved processing scalability by Built an AI-powered satellite monitoring system to detect individual houses and infrastructure built up, and detect oil leaks.• Assisted in securing non-dilutive funding grants (SBIRs) totaling over The main application enables methane monitoring at 1/10th the cost of current state-of-the-art methods.
Education
Indian Institute of Technology, Bombay
Industrial Safety Technology
Duke Master in Interdisciplinary Data Science (MIDS)
Master's degree, Data Science
UPES
Bachelor of Technology (BTech), Petroleum Engineering
2015 — 2019
Accredian
Exploratory Data Analysis
Skills
- Business Development
- Marketing Strategy
- Networking
- Oil & Gas Industry
- Oil & Gas Exploration
- Offshore Oil & Gas
- Onshore Operations
- Java
- Microsoft Office
- Mysql
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