プロフィール詳細

プロジェクトを作成

★★★★★

☆☆☆☆☆

★★★★★

☆☆☆☆☆

Dr. Komalpreet S.に依頼

United States

Remote Sensing Scientist | GeoAI, satellite imagery, and public health | Python, +8 years experience of research |

プロフィール概要

I am a Remote Sensing and Geospatial Data Scientist specializing in the end-to-end engineering of planetary-scale intelligence. My expertise lies in architecting high-performance pipelines that transform terabytes of raw multi-mission data, from NASA, Copernicus, and WRF models, into actionable insights using High-Performance Computing, Linux, STAC, and Python. I advance my team by fine-tuning Geospatial Foundation Models (CLAY, DOFA) and Vision Transformers to achieve 98% precision in complex tasks like methane plume segmentation and coastal pathogen forecasting. By bridging the gap between deep satellite physics and production-ready Python environments, I deliver the high-velocity, high-precision forecasting systems that define the future of environmental and public health security.

専門分野

• ★ Remote Sensing
• ★ Earth & Atmospheric Science
• ☆ Environmental Engineering and Technology
• ☆ Data Analysis
• ☆ Machine Learning
• ☆ Geographic Information Systems (GIS)
• ☆ Geography & Cartography
• ☆ Geographic Information Systems
• ☆ Cartography
• ☆ Environmental Science
• ☆ Environmental Health
• ☆ Environmental Statistics
• ☆ Telecommunications
• ☆ Satellite Communication & Broadcasting
• ☆ Python
• ☆ Public Health
• ☆ Public Health and Sanitation

サービス

• Writing

Writing Technical Writing

職務経験

University of Florida

- 現在

University of Florida

- 現在

Remote Sensing Scientist

Satlantis LLC

5月 2025 - 現在

学歴

PhD Environmental Health Engineering

University of Florida

1月 2022 - 5月 2026

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Komalpreet Singh, Yusuf Jamal, Moiz Usmani, Kyle D. Brumfield, Anwar Huq, Thanh Huong Nguyen, Rita Colwell, Antarpreet Jutla (2024). Quantification of Climate Footprints of <i>Vibrio vulnificus</i> in Coastal Human Communities of the United States Gulf Coast . GeoHealth.

Komalpreet Singh, Antarpreet Jutla, Moiz Usmani, Kyle D. Brumfield, Fergus McBean, Amy Potter, Angelica Gutierrez, Samuel Gama, Anwar Huq, Rita R. Colwell (2023). Anticipatory decision-making for cholera in Malawi . mBio.

Komalpreet Singh, Kyle D. Brumfield, Moiz Usmani, Sanneri Santiago, Mayank Gangwar, Nur A. Hasan, Michael Netherland, Katherine Deliz, Christine Angelini, Norman L. Beatty, et al. (2023). Genomic diversity of <i>Vibrio</i> spp. and metagenomic analysis of pathogens in Florida Gulf coastal waters following Hurricane Ian . mBio.

Komalpreet Singh, Apoorv Prakash, Manjeet Singh, Shikha Sharda, Harshit Gupta(2021). Relative performance of satellite based navigation systems for improving tractor productivity . Agricultural Research Journal. 58. (5). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 874--880. Diva Enterprises Private Limited