DevOps — MLOps — DataOps
Projects: MLOps, DataOps, DevOps
Accelerating Defense Innovation
## Changelog
23 March 2024 - Updated [StateDiagram: Bane CIA Airplane Scene](<https://michaelnau.notion.site/StateDiagram-Bane-CIA-Airplane-Scene-7e9c3ce461544416875c71a4fe3a397b>) to now use MermaidJS.
17 March 2024 - [AWS SageMaker Notebooks](<https://github.com/michaelwnau/aws-sagemaker-notebooks>) contains preliminary work for a computer vision/inference [project based on a USGS RFQ](<https://michaelnau.notion.site/AWS-SageMaker-9c1d1be9ef2e4186bddd88dbdbd0d3ba>). Time constraints blocked completion but I will turn the work into a whitepaper for TechnicalXNotes along with SageMaker MLOps templates and some Colab Notebooks.
19 February 2024 - Blocking time daily to work on Red Sea dataset & trad ML/DS.
18 February 2024 - Submitting SBIR technical vol. 2 for Digital Spaceport. Concept art and pdf [here](<https://michaelnau.notion.site/Cygnus-a811d794d1eb474bb2d5a182eded7bb7>).
16 February 2024 - Updating work on [technicals.ai](<http://www.technicals.ai>)
15 January 2024 - [Accelerating Defense Innovation](<https://www.meetup.com/accelerating-defense-innovation/>) and [ACCELERATX](<https://www.acceleratx.org>) are both live.
13 November 2023 - Last 45 days were pretty busy launching mobile app for USSF. On my side, I have built out more of the startup's infrastructure. Also, another huge launch coming in 2024-- a partnership that will include in-person events at Capital Factory. Check out some new content [here:](<https://michaelnau.notion.site/Writing-435b41edf27f42a4828a43b06538cfda>) [Technical Papers](<https://open.substack.com/pub/technicalpapers/p/coming-soon?r=4dweg&utm_campaign=post&utm_medium=web>).
30 September 2023 - Stealth mode startup. Filings completed and domains secured.
24 August 2023 - UPDATE: The aforementioned hackathon will use a sandboxed Azure Labs environment.
22 August 2023 - Large build out of NLP + general "Kaggle-style" notebooks in various stages in anticipation of DAS FSC "Data Hackathon" in ATX 2023-12. Congruent with those, building a TrueNAS & ProxMox server for reachback as well as a cluster-workstation as part of [`metal/cloud`](<https://michaelnau.notion.site/metal-cloud-33b426b93b9f4c4e9a8a48c4e7bf0967>). Have some writing to post and some that is due out re UDRA and DARPA AIxCC.
09 August 2023 - [STRIPS Plan: Bane CIA Airplane Scene](<https://michaelnau.notion.site/StateDiagram-Bane-CIA-Airplane-Scene-7e9c3ce461544416875c71a4fe3a397b>)
29 July 2023 - Added txt document in [Writing](<https://michaelnau.notion.site/Use-of-Copilot-as-a-developer-tool-within-GitHub-Enterprise-for-VA-engineering-teams-and-partners-cc3c7e3f812a4c019c110c0bd4c5e835>). This document addresses the use of Copilot for developers in a federal agency and the question of available tooling in an enterprise platform and data governance along with efficiencies the tooling offers.
10 June 2023 - There's a lot of work in [AI-Academy Notebooks](<https://github.com/michaelwnau/ai_academy_notebooks>) in the past week. In [alphard](<https://github.com/michaelwnau/alphard>), I added a Jupyter Notebook called `unbreak_text.ipynb` that cleans line breaks from .txt files- the point of which is to pre-process transcripts from YouTube videos for embeddings.
2 June 2023 - Added DagsHub link in [<https://michaelnau.dev/Projects-MLOps-DataOps-DevOps-7216ee0065124de0a7817928c6d36d8e?pvs=25>](<https://michaelnau.dev/Projects-MLOps-DataOps-DevOps-7216ee0065124de0a7817928c6d36d8e?pvs=25>)
26 May 2023 - The spider graph visualization of Spotify genre attributes is available to view here: [<https://michaelnau.dev/Spotify-Genre-Analysis-98ced63aabb249afb54566f9e4a92999>](<https://michaelnau.dev/Spotify-Genre-Analysis-98ced63aabb249afb54566f9e4a92999>). The Colab Notebook will be published on GitHub along with the dataset.
11 May 2023 - added webhooks to grab changes on GitHub and push to the database 'Updates' below. Automating monitoring and observability of repos, articles, research, and other content @ [<https://michaelnau.dev>](<https://michaelnau.notion.site/michaelnau-dev-b4482248b2e54301a9f5fa28fe10c5c5>)
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