Lydia Brugere, Ph.D. work email
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Lydia Brugere, Ph.D. personal email
With a solid expertise in statistics, machine learning, GIS, and remote sensing, I am an accomplished data scientist specializing in building and managing end-to-end machine learning models and Python-based ETL pipelines on the cloud. As an agile scrum master, I am passionate about leveraging AI to drive innovation and solve real-world challenges. My guiding principle is to deliver actionable insights and data-driven solutions that empower organizations to make informed decisions.In my career, I have led E2E machine learning projects for imageries, time series, structured data, and acoustic sensor data and utilized AWS or GCP services to build spatial and non-spatial data ingestion pipelines and dynamic dashboards. I have also spearheaded the integration of satellite-derived insights and geographic features with acoustic technology, resulting in enhanced underground water infrastructure failure/leak detection and remaining service life estimates. My unique knowledge and experiences enable me to deliver data-driven solutions that have a tangible impact on business outcomes.Throughout my journey, I have achieved significant milestones and received recognition for my contributions. One of my career highlights includes pioneering the implementation of remote sensing and machine learning to optimize global agriculture production, resulting in a successful deployment of a production model and $3M annual direct savings. I have also transformed extensive raw commodity data into valuable insights, forecasting market dynamics for an agricultural commodities portfolio. These achievements demonstrate my ability to drive innovation and deliver measurable results.Looking ahead, my goal is to contribute my technical leadership and mentorship to an AI/ML team, making a significant impact and empowering companies with exponential value from their data. I am eager to leverage my expertise in artificial intelligence, machine learning, and geospatial analysis to solve complex challenges and drive business growth. If you are seeking a passionate and results-driven data scientist, I invite you to connect with me to explore how we can collaborate and achieve mutual success.𝐊𝐞𝐲 𝐂𝐨𝐦𝐩𝐞𝐭𝐞𝐧𝐜𝐢𝐞𝐬:♦ Team Leader♦ Agile Scrum Master♦ Cross-functional Collaboration♦ Statistics♦ Machine Learning♦ Python♦ Timeseries♦ Geospatial♦ Geographic Information System♦ Remote Sensing♦ Cloud
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Senior Data ScientistBalyasny Asset Management L.P. Jan 2024 - PresentChicago, Illinois, Us
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Principal Data ScientistMueller Water Products 2022 - 2023Atlanta, Georgia, Us- Spearhead the integration of satellite-derived insights, such as soil moisture and elevation data, to proactively identify underground pipe leaks and predict potential water infrastructure failures and remaining service life.- Develop and deploy predictive analytic models tailored for analyzing time series data and acoustic sensor data on cloud-based platforms, optimizing data processing efficiency and enhancing decision-making capabilities.- Harness AWS services to establish spatial and non-spatial data ingestion pipelines and build dynamic, information-rich dashboards, empowering data-driven strategies and facilitating geospatial data management. -
Quantitative AnalystBalyasny Asset Management L.P. 2021 - 2022Chicago, Illinois, Us- Synthesized a broad range of raw commodity related data into actionable information used for managing portfolio of agricultural commodities- Maintained and optimized of risk management models and build-out of visualization tools
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Data ScientistBayer Crop Science 2020 - 2021Leverkusen, North Rhine-Westphalia, De• Implement the latest innovations in remote sensing and machine learning, resulting in software solutions for reinvention or optimization of supply chain operations for agriculture production• Design and test algorithms, conduct prototyping on the cloud to evaluate possible operational and productional scenarios • Develop statistical, and machine learning models for environmental and agronomical applications with big data from fields, facility, and a variety of sensors• One of my deployed applications in production already resulting in $3M per year direct savings -
Senior Research Software DeveloperThe University Of Memphis 2018 - 2020Memphis, Tn, UsI was a senior research software developer at the Center for Applied Earth Sciences and Engineering Research (CAESER) at the University of Memphis.• Developed predictive machine learning models to solve urban planning and development issues, such as, predict impacts of tax assessment rates adjustments, target properties for blight elimination• Automated large-scale processes, such as vector and raster geoprocessing, optical character recognition (OCR) for terabytes of data in various media types• Custom built QGIS and ArcGIS plugins to automate processes for digitization based on remote-sensing imagery and field data• Developed end-to-end ETL workflow of data warehousing • Managed the entire IT infrastructure for the organization, including a 240 terabytes server with daily backup to the cloud, several web servers, and SQL servers -
Big Geospatial Data EngineerMonsanto Company 2017 - 2018St. Louis, Missouri, Us• Used Python to automate, build and manage geospatial processing for terabytes of satellite & UAV imagery on AWS for R&D analysis on a daily basis• Published and maintained Geoserver enabled API’s • Conducted troubleshooting/root cause analysis on analytical models, processes and API’s• Documented how-to guides and provided training to analytical teams on optimal transactions of spatial data on cloud-based platforms -
Research AssistantThe University Of Memphis 2014 - 2017Memphis, Tn, UsI apply Geoinformatics (GIS & Remote Sensing (RS)) and Geostatistics techniques to answer questions related to our mother nature and all lives we cherish on Earth. I am especially interested in applying these methods to achieve a greater sustainability for the environment, agriculture, natural resources, humans etc. • Conceived and conducted original research in applying Remote Sensing, GIS and Geostatistics to monitor ecosystems, environmental change and land use systems• Inventoried geospatial data in the database and published map services• Developed process-based numerical models to simulate topographic structures
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Teaching AssistantThe University Of Memphis 2012 - 2015Memphis, Tn, Us• Served as a lab instructor teaching introductory courses in Earth Sciences
Lydia Brugere, Ph.D. Skills
Lydia Brugere, Ph.D. Education Details
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The University Of MemphisGeneral -
The University Of MemphisGeological And Earth Sciences/Geosciences
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Wuhan University Of Engineering ScienceGeneral
Frequently Asked Questions about Lydia Brugere, Ph.D.
What company does Lydia Brugere, Ph.D. work for?
Lydia Brugere, Ph.D. works for Balyasny Asset Management L.p.
What is Lydia Brugere, Ph.D.'s role at the current company?
Lydia Brugere, Ph.D.'s current role is Commodity Trading.
What is Lydia Brugere, Ph.D.'s email address?
Lydia Brugere, Ph.D.'s email address is ly****@****yer.com
What schools did Lydia Brugere, Ph.D. attend?
Lydia Brugere, Ph.D. attended The University Of Memphis, The University Of Memphis, Wuhan University Of Engineering Science.
What skills is Lydia Brugere, Ph.D. known for?
Lydia Brugere, Ph.D. has skills like R, Amazon Web Services, Linux, Data Science, Data Engineering, Illustrator, Quantum Gis, Autocad, Numerical Simulation, Numerical Analysis, Matlab, Teaching.
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