From b41259b98970c69497ad6700c8b46c00f5ef03f6 Mon Sep 17 00:00:00 2001 From: Curtis Mitchell Date: Mon, 5 Feb 2024 10:54:49 -0800 Subject: [PATCH 1/9] Draft of 6-month review --- .../_news/2023-cohort-6-month-review.md | 161 ++++++++++++++++++ 1 file changed, 161 insertions(+) create mode 100644 collections/_news/2023-cohort-6-month-review.md diff --git a/collections/_news/2023-cohort-6-month-review.md b/collections/_news/2023-cohort-6-month-review.md new file mode 100644 index 00000000..6eddd81b --- /dev/null +++ b/collections/_news/2023-cohort-6-month-review.md @@ -0,0 +1,161 @@ +--- +title: Our 2023 Fellows Reflect on Their First Six Months at xD +publish_date: 2024-02-06 +permalink: /news/2023-cohort-6-month-review/ +img_alt_text: 2023 Emerging Technology Fellows +image: /assets/img/news/announcing-the-2023-xd-emerging-technology-fellows.jpg +image_accessibility: 2023 xD Emerging Technology Fellows +--- +

+ xD recently closed its application period for the 2024 emerging technology fellowship – thank you to all who applied! We received a record-breaking number of applications and are looking forward to learning about all of these talented candidates! +

+ +

+ Over the past six months, xD fellows have worked on a range of technology projects with different partners across the federal government. As we prepare to welcome new team members, we asked our 2023 fellows to share a few thoughts about their experiences so far on the xD team – what they’ve learned, their favorite thing about the xD team, and what they aim to accomplish in 2024. Here are their reflections on the past few months: +

+ +
+ Diamond Nwankwo +
Diamond
+
+ Current Projects: +

I’m working on Database Modernization project that is focused on moving on-premises servers into the cloud. This is a multi-year project that will assist with the Census goal with adoption for open-source technology.

+
+
+ Learnings from 2023: +

The biggest learning I had from my project so far is being open to change. Over time the focus of my project has shifted to higher priority data migrations. So being flexible and continuously seeking the root problem that we are solving.

+
+
+ Favorite thing about xD: +

My favorite thing about xD is everyone in this cohort. Every person brings such a unique skillset to our group. This makes it super easy to learn new tools and technologies from each other. Moreover, each person's understanding of when to lead and when to follow makes this such a collaborative environment. I can’t think of better people to share this experience with.

+
+
+ Goals for 2024: +
    +
  • Grow in my practical understanding in artificial intelligence and machine learning and product management.

  • +
  • Complete IRE-EDL data migration MVP by September 2024

  • +
+
+
+ +
+ Tomo Lazovich +
Tomo
+
+ Current Projects: +

My work right now focuses on how to use privacy enhancing technologies to connect sensitive datasets that have different owners in a secure way. The long-term goal of that work is really to enable third-party audits of machine learning models so that engineers and practitioners who build these models can detect disparities or biases in their work both reliably and quickly.

+
+
+ Learnings from 2023: +

One of the biggest things I learned in my first six months at xD is that even though starting out a new project can be a bit overwhelming at first, the key is to ask for help when you need it and not get too stuck in the mud trying to figure things out yourself. It’s another reason that I so appreciate the awesome team that we have!

+
+
+ Favorite thing about xD: +

One of my favorite things about xD is the stellar team of people we’ve put together. Everyone on the team is both extremely friendly and extremely good at what they do.

+
+
+ Goals for 2024: +
    +
  • Create a demo to show how we can use PETs to enable third party audits of ML systems

  • +
  • Work towards using PETs to join datasets across different federal agencies

  • +
  • Publish my work in blog posts and papers

  • +
+
+
+ +
+ Mike Walton +
Mike
+
+ Current Projects: +

I’m working on user-centered model cards for transparent documentation of government applications of machine learning and a privacy enhancing technologies lab to help policymakers and developers implement best practices for sharing sensitive information while protecting privacy.

+
+
+ Learnings from 2023: +

Thinking about technical challenges with social impact can be daunting. Developing creative solutions together has helped build nuance into our team’s approach. I’ve learned so much through interrogating gaps in my own understanding and workshopping ideas with other fellows.

+
+
+ Favorite thing about xD: +

The most exciting thing about xD is the opportunity for collaboration within our awesome cohort of fellows, across government, nonprofits, academic labs, and industry.

+
+
+ Goals for 2024: +
    +
  • Publish work on model cards and ML audits using privacy enhancing technologies.

  • +
  • Onboard the next emerging technology fellowship cohort!

  • +
+
+
+ +
+ Anna Vasylytsya +
Anna
+
+ Current Projects: +

I am currently working on a pilot project to establish a secure multi-party computation between Census and the Bureau of Economic Analysis.

+
+
+ Learnings from 2023: +

...

+
+
+ Favorite thing about xD: +

...

+
+
+ Goals for 2024: +
    +
  • Build MVP for the Census-Bureau of Economic Analysis SMPC project

  • +
  • Facilitate an external speaker presentation about data visualization research

  • +
  • Present at one of Census’ affinity groups

  • +
+
+
+
+ Curtis Mitchell +
Curtis
+
+ Current Projects: +

I’m working on privacy enhancing technologies (or PETs) both with a group at the United Nations and with NIST, the National Institute of Standards and Technology. We are working on deploying, testing, and documenting PETs for different use cases. Another area I’m contributing to is bias mitigation in AI applications. Specifically, I’m creating tools and proofs-of-concept for Census Bureau teams such as a model card generator. I’ve also been helping to maintain and update our team website.

+
+
+ Learnings from 2023: +

Keeping stakeholders engaged is key to moving a project forward and along the correct path. Also, working in government often requires the review or approval of several different parties, so it’s important to have different projects you can pivot to during times when you’re waiting on work from others.

+
+
+ Favorite thing about xD: +

The best part of being on the xD team is being able to work with a great group of people with diverse skillsets and backgrounds on lots of interesting applications in government.

+
+
+ Goals for 2024: +
    +
  • Publish a paper and give a conference presentation about our ongoing privacy enhancing technology projects.

  • +
  • Add new sections and features to xd.gov to increase our web presence and better publicize our work.

  • +
  • Hire and onboard new fellows!

  • +
+
+
+ +
+ Ian Munoz +
Ian
+
+ Current Projects: +

...

+
+
+ Learnings from 2023: +

...

+
+
+ Favorite thing about xD: +

...

+
+
+ Goals for 2024: +
    +
  • ...

  • +
+
+
+ From de0ace618a552c0326dd314f230e49b9044a83ba Mon Sep 17 00:00:00 2001 From: Curtis Mitchell Date: Fri, 9 Feb 2024 09:18:39 -0800 Subject: [PATCH 2/9] Update text in review post --- .../_news/2023-cohort-6-month-review.md | 33 +++++++++---------- 1 file changed, 16 insertions(+), 17 deletions(-) diff --git a/collections/_news/2023-cohort-6-month-review.md b/collections/_news/2023-cohort-6-month-review.md index 6eddd81b..b663c122 100644 --- a/collections/_news/2023-cohort-6-month-review.md +++ b/collections/_news/2023-cohort-6-month-review.md @@ -11,7 +11,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows

- Over the past six months, xD fellows have worked on a range of technology projects with different partners across the federal government. As we prepare to welcome new team members, we asked our 2023 fellows to share a few thoughts about their experiences so far on the xD team – what they’ve learned, their favorite thing about the xD team, and what they aim to accomplish in 2024. Here are their reflections on the past few months: + xD recently closed its application period for the 2024 emerging technology fellowship – thank you to all who applied! Over the past six months, xD fellows have worked on a range of technology projects with different partners across the federal government. As we prepare to welcome new team members, we asked our 2023 fellows to share a few thoughts about their experiences so far on the xD team – what they’ve learned, their favorite thing about the xD team, and what they aim to accomplish in 2024. Here are their reflections on the past few months:

@@ -19,11 +19,11 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Diamond
Current Projects: -

I’m working on Database Modernization project that is focused on moving on-premises servers into the cloud. This is a multi-year project that will assist with the Census goal with adoption for open-source technology.

+

I’m working on the Database Modernization project that is focused on moving on-premises servers into the cloud. This is a multi-year project that will assist the Census Bureau with open-source technology adoption. Additionally, I am participating in this year’s Data Science Training Program with a Machine Learning Specialization. My goal with being in this program is to help me grow in foundational and application-specific skills for model creation and assessments.

Learnings from 2023: -

The biggest learning I had from my project so far is being open to change. Over time the focus of my project has shifted to higher priority data migrations. So being flexible and continuously seeking the root problem that we are solving.

+

The biggest learning I had from my project so far is being open to change. Over time, the focus of my project has shifted to higher priority data migrations. So being flexible and continuously seeking the root problem that we are solving has been key.

Favorite thing about xD: @@ -32,8 +32,8 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Goals for 2024:
    -
  • Grow in my practical understanding in artificial intelligence and machine learning and product management.

  • -
  • Complete IRE-EDL data migration MVP by September 2024

  • +
  • Successfully develop a machine learning model that will add value across the Bureau

  • +
  • Complete the development of the MVP for the IRE-EDL data migration

@@ -43,7 +43,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Tomo
Current Projects: -

My work right now focuses on how to use privacy enhancing technologies to connect sensitive datasets that have different owners in a secure way. The long-term goal of that work is really to enable third-party audits of machine learning models so that engineers and practitioners who build these models can detect disparities or biases in their work both reliably and quickly.

+

My work right now focuses on how to use privacy-enhancing technologies (PETs) to connect sensitive datasets that have different owners in a secure way. The long-term goal of that work is to enable third-party audits of machine learning models so that engineers and practitioners who build these models can detect disparities or biases in their work both reliably and quickly.

Learnings from 2023: @@ -68,7 +68,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Mike
Current Projects: -

I’m working on user-centered model cards for transparent documentation of government applications of machine learning and a privacy enhancing technologies lab to help policymakers and developers implement best practices for sharing sensitive information while protecting privacy.

+

I’m working on user-centered model cards for transparent documentation of government applications of machine learning and a privacy enhancing technologies lab to help policymakers and developers implement best practices for sharing sensitive information while protecting privacy.

Learnings from 2023: @@ -81,7 +81,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Goals for 2024:
    -
  • Publish work on model cards and ML audits using privacy enhancing technologies.

  • +
  • Publish work on model cards and ML audits using privacy enhancing technologies

  • Onboard the next emerging technology fellowship cohort!

@@ -96,17 +96,16 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Learnings from 2023: -

...

+

I’m learning more about surveys and data at the Census Bureau. I didn’t know that the Bureau conducts more than 130 surveys each year. I’m also learning about Title 13 which protects the confidentiality of data and survey respondents.

Favorite thing about xD: -

...

+

In addition to great colleagues, I love the forward-thinking and experimentation-oriented culture of the team.

Goals for 2024:
    -
  • Build MVP for the Census-Bureau of Economic Analysis SMPC project

  • -
  • Facilitate an external speaker presentation about data visualization research

  • +
  • Facilitate an MVP for the Census-Bureau of Economic Analysis SMPC project

  • Present at one of Census’ affinity groups

@@ -116,7 +115,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Curtis
Current Projects: -

I’m working on privacy enhancing technologies (or PETs) both with a group at the United Nations and with NIST, the National Institute of Standards and Technology. We are working on deploying, testing, and documenting PETs for different use cases. Another area I’m contributing to is bias mitigation in AI applications. Specifically, I’m creating tools and proofs-of-concept for Census Bureau teams such as a model card generator. I’ve also been helping to maintain and update our team website.

+

I’m working on privacy-enhancing technologies (or PETs) both with a group at the United Nations and with NIST, the National Institute of Standards and Technology. We are working on deploying, testing, and documenting PETs for different use cases. Another area I’m contributing to is bias mitigation in AI applications. Specifically, I’m creating tools and proofs-of-concept for Census Bureau teams such as a model card generator. I’ve also been helping to maintain and update our team website.

Learnings from 2023: @@ -129,13 +128,13 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Goals for 2024:
    -
  • Publish a paper and give a conference presentation about our ongoing privacy enhancing technology projects.

  • -
  • Add new sections and features to xd.gov to increase our web presence and better publicize our work.

  • +
  • Publish a paper and give a conference presentation about our ongoing privacy enhancing technology projects

  • +
  • Add new sections and features to xd.gov to increase our web presence and better publicize our work

  • Hire and onboard new fellows!

- + From 2176ca65c65be6e9b1a2d88d20c0afe8859bc3ed Mon Sep 17 00:00:00 2001 From: Curtis Mitchell Date: Fri, 9 Feb 2024 10:03:11 -0800 Subject: [PATCH 3/9] Updated profile pictures --- assets/img/news/anna-vasylytsya-2.jpg | Bin 0 -> 65219 bytes assets/img/news/curtis-mitchell-2.jpg | Bin 0 -> 41930 bytes assets/img/news/diamond-nwankwo-2.jpg | Bin 0 -> 67263 bytes assets/img/news/mike-walton-2.jpg | Bin 0 -> 28706 bytes assets/img/news/tomo-lazovich-2.jpg | Bin 0 -> 54102 bytes collections/_news/2023-cohort-6-month-review.md | 10 +++++----- 6 files changed, 5 insertions(+), 5 deletions(-) create mode 100644 assets/img/news/anna-vasylytsya-2.jpg create mode 100644 assets/img/news/curtis-mitchell-2.jpg create mode 100644 assets/img/news/diamond-nwankwo-2.jpg create mode 100644 assets/img/news/mike-walton-2.jpg create mode 100644 assets/img/news/tomo-lazovich-2.jpg diff --git a/assets/img/news/anna-vasylytsya-2.jpg b/assets/img/news/anna-vasylytsya-2.jpg new file mode 100644 index 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- Diamond Nwankwo + Diamond Nwankwo
Diamond
Current Projects: @@ -39,7 +39,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
- Tomo Lazovich + Tomo Lazovich
Tomo
Current Projects: @@ -64,7 +64,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
- Mike Walton + Mike Walton
Mike
Current Projects: @@ -88,7 +88,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
- Anna Vasylytsya + Anna Vasylytsya
Anna
Current Projects: @@ -111,7 +111,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
- Curtis Mitchell + Curtis Mitchell
Curtis
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b/collections/_news/2023-cohort-6-month-review.md index 1330d593..b0778762 100644 --- a/collections/_news/2023-cohort-6-month-review.md +++ b/collections/_news/2023-cohort-6-month-review.md @@ -115,7 +115,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Curtis
Current Projects: -

I’m working on privacy-enhancing technologies (or PETs) both with a group at the United Nations and with NIST, the National Institute of Standards and Technology. We are working on deploying, testing, and documenting PETs for different use cases. Another area I’m contributing to is bias mitigation in AI applications. Specifically, I’m creating tools and proofs-of-concept for Census Bureau teams such as a model card generator. I’ve also been helping to maintain and update our team website.

+

I’m working on privacy-enhancing technologies (or PETs) both with a group at the United Nations and with NIST, the National Institute of Standards and Technology. We are working on deploying, testing, and documenting PETs for different use cases. Another area I’m contributing to is bias mitigation in AI applications. Specifically, I’m creating proofs-of-concept and tools for Census Bureau teams such as a model card generator. I’ve also been helping to maintain and update our team website.

Learnings from 2023: From a1f517789b6b8ffb26ef802932f08a68c6039776 Mon Sep 17 00:00:00 2001 From: Curtis Mitchell Date: Fri, 9 Feb 2024 10:16:35 -0800 Subject: [PATCH 5/9] Modify publish date --- collections/_news/2023-cohort-6-month-review.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/collections/_news/2023-cohort-6-month-review.md b/collections/_news/2023-cohort-6-month-review.md index b0778762..b0970a4b 100644 --- a/collections/_news/2023-cohort-6-month-review.md +++ b/collections/_news/2023-cohort-6-month-review.md @@ -1,6 +1,6 @@ --- title: Our 2023 Fellows Reflect on Their First Six Months at xD -publish_date: 2024-02-06 +publish_date: 2024-02-09 permalink: /news/2023-cohort-6-month-review/ img_alt_text: 2023 Emerging Technology Fellows image: /assets/img/news/announcing-the-2023-xd-emerging-technology-fellows.jpg From 4638fc34f6f115184206b2885f4919f40a8090f9 Mon Sep 17 00:00:00 2001 From: Curtis Mitchell Date: Fri, 9 Feb 2024 10:39:03 -0800 Subject: [PATCH 6/9] Change names to h2 elements --- collections/_news/2023-cohort-6-month-review.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/collections/_news/2023-cohort-6-month-review.md b/collections/_news/2023-cohort-6-month-review.md index b0970a4b..737262f6 100644 --- a/collections/_news/2023-cohort-6-month-review.md +++ b/collections/_news/2023-cohort-6-month-review.md @@ -16,7 +16,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Diamond Nwankwo -
Diamond
+

Diamond

Current Projects:

I’m working on the Database Modernization project that is focused on moving on-premises servers into the cloud. This is a multi-year project that will assist the Census Bureau with open-source technology adoption. Additionally, I am participating in this year’s Data Science Training Program with a Machine Learning Specialization. My goal with being in this program is to help me grow in foundational and application-specific skills for model creation and assessments.

@@ -40,7 +40,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Tomo Lazovich -
Tomo
+

Tomo

Current Projects:

My work right now focuses on how to use privacy-enhancing technologies (PETs) to connect sensitive datasets that have different owners in a secure way. The long-term goal of that work is to enable third-party audits of machine learning models so that engineers and practitioners who build these models can detect disparities or biases in their work both reliably and quickly.

@@ -65,7 +65,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Mike Walton -
Mike
+

Mike

Current Projects:

I’m working on user-centered model cards for transparent documentation of government applications of machine learning and a privacy enhancing technologies lab to help policymakers and developers implement best practices for sharing sensitive information while protecting privacy.

@@ -89,7 +89,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Anna Vasylytsya -
Anna
+

Anna

Current Projects:

I am currently working on a pilot project to establish a secure multi-party computation between Census and the Bureau of Economic Analysis.

@@ -112,7 +112,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows
Curtis Mitchell -
Curtis
+

Curtis

Current Projects:

I’m working on privacy-enhancing technologies (or PETs) both with a group at the United Nations and with NIST, the National Institute of Standards and Technology. We are working on deploying, testing, and documenting PETs for different use cases. Another area I’m contributing to is bias mitigation in AI applications. Specifically, I’m creating proofs-of-concept and tools for Census Bureau teams such as a model card generator. I’ve also been helping to maintain and update our team website.

@@ -137,7 +137,7 @@ image_accessibility: 2023 xD Emerging Technology Fellows - From 92abc4f5332b5ca52ac334e8e694b31b52861e1c Mon Sep 17 00:00:00 2001 From: Curtis Mitchell Date: Fri, 9 Feb 2024 11:23:32 -0800 Subject: [PATCH 8/9] Remove redundant text --- collections/_news/2023-cohort-6-month-review.md | 3 --- 1 file changed, 3 deletions(-) diff --git a/collections/_news/2023-cohort-6-month-review.md b/collections/_news/2023-cohort-6-month-review.md index de38e3c3..7f77086a 100644 --- a/collections/_news/2023-cohort-6-month-review.md +++ b/collections/_news/2023-cohort-6-month-review.md @@ -6,9 +6,6 @@ img_alt_text: 2023 Emerging Technology Fellows image: /assets/img/news/announcing-the-2023-xd-emerging-technology-fellows.jpg image_accessibility: 2023 xD Emerging Technology Fellows --- -

- xD recently closed its application period for the 2024 emerging technology fellowship – thank you to all who applied! We received a record-breaking number of applications and are looking forward to learning about all of these talented candidates! -

xD recently closed its application period for the 2024 emerging technology fellowship – thank you to all who applied! Over the past six months, xD fellows have worked on a range of technology projects with different partners across the federal government. As we prepare to welcome new team members, we asked our 2023 fellows to share a few thoughts about their experiences so far on the xD team – what they’ve learned, their favorite thing about the xD team, and what they aim to accomplish in 2024. Here are their reflections on the past few months: From 0cfdb6fdfbd6c04d1853770e2f3e97f44728441d Mon Sep 17 00:00:00 2001 From: Curtis Mitchell Date: Mon, 12 Feb 2024 08:22:56 -0800 Subject: [PATCH 9/9] Design feedback --- assets/css/_layouts/_news.scss | 50 +++++++++++++++++++--------------- 1 file changed, 28 insertions(+), 22 deletions(-) diff --git a/assets/css/_layouts/_news.scss b/assets/css/_layouts/_news.scss index f076590a..ef8f7566 100644 --- a/assets/css/_layouts/_news.scss +++ b/assets/css/_layouts/_news.scss @@ -32,64 +32,70 @@ body.news { float: left; margin-right: 2rem; } - + .news-content-container { - + @media only screen and(min-width: $tablet-size) { margin-top: 4rem; } - + @media only screen and(min-width: $tablet-size) { margin-top: 6rem; } } - + .news-content { - + p { font-size: 1.2rem; - + &.news-cta { font-size: 1rem; } } - + .square-link { margin-top: 1rem; } } - + .news-date { font-family: $font-serif; } - + .news-fellow { border-bottom: 1px solid #000; margin-bottom: 2rem; padding-bottom: 1.5rem; - + + &:first-of-type { + border-top: 1px solid #000; + margin-top: 2rem; + padding-top: 1.5rem; + } + p { - font-size: 1.1rem; + font-size: 1.2rem; } } - + .news-image-container { margin-bottom: 2rem; } - + .news-row { flex-direction: column-reverse; - + @media only screen and(min-width: $tablet-size) { flex-direction: row; } - } - + } + } &.more-news { padding-top: 4rem; - + .breadcrumb { margin-bottom: 2rem; } @@ -98,18 +104,18 @@ body.news { @media only screen and(min-width: $tablet-size) { border-bottom: 0; } - } + } } &.hiring { margin-top: 6rem; - + @media only screen and(min-width: $tablet-size) { margin-top: 8rem; - + } - } - + } + } }