APAWL

Talks & Presentations

Selected conference presentations, invited talks, and workshops on cloud‑native data systems, remote sensing, and open‑source geospatial tooling.

2024

Atlas: Navigating NASA’s Knowledge Universe with AI-Powered Natural Language Queries

American Geophysical Union · December 2024

Atlas allows users to ask natural language questions and receive answers grounded in factual information from source documents. It can address a wide range of queries, from specific technical details like safe distances for rocket launches from lightning to broader topics such as crew health requirements for long-duration space missions, corrosion protection in low Earth orbit, and NASA's agreements with various entities.

Moving Beyond Local LLMs

NASA Goddard Space Flight Center · August 2024

NASA Summer of AI talk describing the shapes and sizes of Large Language Models (LLMs), an overview of important parameters, and a discussion of quantization as it applies to day-to-day scenarios.

Cloud-Native Geospatial Considerations for State Governments

North Carolina GIS Technical Advisory Committee · July 2024

A subject matter expert overview of cloud geospatial workloads and the considerations around how data is structured and accessed by medium organizations like state governments.

2019

Improving Information and Communications in a Disaster Scenario with AWS Snowball Edge

American Geophysical Union · December 2019

Prototype disaster‑response pipeline for field data management leveraging AWS Snowball Edge and a serverless, cloud‑based architecture.

The Pangeo Platform: a Community‑Driven Open‑Source Big‑Data Environment

American Geophysical Union · December 2019

Overview of the Pangeo ecosystem and its interactive, reproducible workflows for petabyte‑scale Earth‑science datasets.

Acquiring, Processing & Analyzing Open Broadcast Science Data at Scale with AWS Ground Station

American Geophysical Union · December 2019

Demonstrated an end‑to‑end, low‑latency cloud pipeline—from satellite scheduling through Level‑0 processing—entirely within AWS.

Community Tools for Analysis of NASA Earth Observation System Data in the Cloud

NASA EOSDIS Systems Engineering TIM · 17 Aug 2019

Status update on ACCESS project expanding Pangeo access to EOSDIS holdings; highlighted STAC, Intake, and Kubernetes workflows.

Security and Compliance in the Government Cloud

ESIP Summer Meeting · 16 Jul 2019

Mapped NIST 800‑53 controls to modern cloud services and proposed adaptive security models for rapidly evolving infrastructures.

An Introduction to Pangeo

NASA LP & ORNL DAACs UGW · 3 Jun 2019

Hands‑on primer covering Xarray, Dask, and Jupyter within the Pangeo stack, tailored to remote‑sensing data users.

Cloud‑Native Archives of Convenience for Remote‑Sensing Workloads

ESIP Cloud Computing Cluster · 6 May 2019

Argued for on‑demand, context‑specific data transformations (COGs, Zarr) instead of monolithic “gold” formats.

Building CubeSat Data Pipelines with Open‑Source Software at Element 84

FOSS4G North America · 16 Apr 2019

Surveyed open‑source geospatial tooling for small‑satellite operators and introduced SatCat proof‑of‑concept pipeline.

2018

What Interdisciplinary Research, Heterogeneous Data & Netflix Have in Common

American Geophysical Union · December 2018

Presented concept of “ephemeral archives of convenience” that tailor remote‑sensing data formats to individual analysis needs.

Observing Earth: A Brief Introduction to Earth Data

Data Jawn · 13 Jun 2018

Introductory talk for data‑science professionals outlining NASA Earth‑observation assets and public‑access resources.

2017

Cloud Surprises Discovered in Moving NASA EOSDIS Applications into Amazon Web Services

American Geophysical Union · December 2017

Lessons learned and unexpected challenges encountered during early cloud migration efforts for NASA Earth‑science web apps.