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karishmas26/README.md

Hi there 👋

I am a data scientist and public health specialist who is passionate about leveraging evidence and analytics for global impact. I’ve spent the last several years at USAID, where I helped lead data science efforts for PEPFAR – the U.S. government’s flagship global health program and the largest initiative in the world targeting HIV/AIDS.

Throughout my tenure, I collaborated with governments and partners across more than a dozen countries to apply epidemiological modeling, geospatial analysis, and analytics to drive programmatic strategy for high-impact global health programs. My work has supported HIV, tuberculosis, and other global health programs in over a dozen countries, with a focus on conducting rigorous analytics and statistical modeling, automating data workflows and reporting systems, and developing open-source tools to make data more actionable and accessible for cross-functional stakeholders.

I had the privilege to collaborate with a small group of data scientists at @USAID-OHA-SI, helping to advance analytics tools, data management practices, data visualization, and communications globally.

My public presentations can be found on Speaker Deck. My talks at Posit Conf can be found here: 2023, 2024.

Pinned Loading

  1. USAID-OHA-SI/coRpsUSAID-OHA-SI/coRpsPublic

    HTML 11 2

  2. USAID-OHA-SI/mindthegapUSAID-OHA-SI/mindthegapPublic

    Munges and returns estimates from UNAIDS data.

    R 5

  3. USAID-SA-SI/tierdropUSAID-SA-SI/tierdropPublic

    Package to process, validate, and consolidate MER data for DATIM Import

    R 2

  4. USAID-OHA-SI/tameDPUSAID-OHA-SI/tameDPPublic

    Import and munge data from PEPFAR Target Setting Tools

    R 1 3

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
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}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

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karishmas26/README.md
Hi there 👋
I am a data scientist and public health specialist who is passionate about leveraging evidence and analytics for global impact. I’ve spent the last several years at USAID, where I helped lead data science efforts for PEPFAR – the U.S. government’s flagship global health program and the largest initiative in the world targeting HIV/AIDS.
Throughout my tenure, I collaborated with governments and partners across more than a dozen countries to apply epidemiological modeling, geospatial analysis, and analytics to drive programmatic strategy for high-impact global health programs. My work has supported HIV, tuberculosis, and other global health programs in over a dozen countries, with a focus on conducting rigorous analytics and statistical modeling, automating data workflows and reporting systems, and developing open-source tools to make data more actionable and accessible for cross-functional stakeholders.
I had the privilege to collaborate with a small group of data scientists at @USAID-OHA-SI, helping to advance analytics tools, data management practices, data visualization, and communications globally.
My public presentations can be found on Speaker Deck. My talks at Posit Conf can be found here: 2023, 2024.

Pinned
Loading
  1. USAID-OHA-SI/coRpsUSAID-OHA-SI/coRpsPublic
    HTML
11

2

  2. USAID-OHA-SI/mindthegapUSAID-OHA-SI/mindthegapPublic
    
Munges and returns estimates from UNAIDS data.

    R
5

  3. USAID-SA-SI/tierdropUSAID-SA-SI/tierdropPublic
    
Package to process, validate, and consolidate MER data for DATIM Import

    R
2

  4. USAID-OHA-SI/tameDPUSAID-OHA-SI/tameDPPublic
    
Import and munge data from PEPFAR Target Setting Tools

    R
1

3


, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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7
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 · 1
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Achievements
Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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karishmas26/README.md
Hi there 👋
I am a data scientist and public health specialist who is passionate about leveraging evidence and analytics for global impact. I’ve spent the last several years at USAID, where I helped lead data science efforts for PEPFAR – the U.S. government’s flagship global health program and the largest initiative in the world targeting HIV/AIDS.
Throughout my tenure, I collaborated with governments and partners across more than a dozen countries to apply epidemiological modeling, geospatial analysis, and analytics to drive programmatic strategy for high-impact global health programs. My work has supported HIV, tuberculosis, and other global health programs in over a dozen countries, with a focus on conducting rigorous analytics and statistical modeling, automating data workflows and reporting systems, and developing open-source tools to make data more actionable and accessible for cross-functional stakeholders.
I had the privilege to collaborate with a small group of data scientists at @USAID-OHA-SI, helping to advance analytics tools, data management practices, data visualization, and communications globally.
My public presentations can be found on Speaker Deck. My talks at Posit Conf can be found here: 2023, 2024.

Pinned
Loading
  1. USAID-OHA-SI/coRpsUSAID-OHA-SI/coRpsPublic
    HTML
11

2

  2. USAID-OHA-SI/mindthegapUSAID-OHA-SI/mindthegapPublic
    
Munges and returns estimates from UNAIDS data.

    R
5

  3. USAID-SA-SI/tierdropUSAID-SA-SI/tierdropPublic
    
Package to process, validate, and consolidate MER data for DATIM Import

    R
2

  4. USAID-OHA-SI/tameDPUSAID-OHA-SI/tameDPPublic
    
Import and munge data from PEPFAR Target Setting Tools

    R
1

3


, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
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7
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 · 1
following

Achievements
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Achievements
Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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karishmas26/README.md
Hi there 👋
I am a data scientist and public health specialist who is passionate about leveraging evidence and analytics for global impact. I’ve spent the last several years at USAID, where I helped lead data science efforts for PEPFAR – the U.S. government’s flagship global health program and the largest initiative in the world targeting HIV/AIDS.
Throughout my tenure, I collaborated with governments and partners across more than a dozen countries to apply epidemiological modeling, geospatial analysis, and analytics to drive programmatic strategy for high-impact global health programs. My work has supported HIV, tuberculosis, and other global health programs in over a dozen countries, with a focus on conducting rigorous analytics and statistical modeling, automating data workflows and reporting systems, and developing open-source tools to make data more actionable and accessible for cross-functional stakeholders.
I had the privilege to collaborate with a small group of data scientists at @USAID-OHA-SI, helping to advance analytics tools, data management practices, data visualization, and communications globally.
My public presentations can be found on Speaker Deck. My talks at Posit Conf can be found here: 2023, 2024.

Pinned
Loading
  1. USAID-OHA-SI/coRpsUSAID-OHA-SI/coRpsPublic
    HTML
11

2

  2. USAID-OHA-SI/mindthegapUSAID-OHA-SI/mindthegapPublic
    
Munges and returns estimates from UNAIDS data.

    R
5

  3. USAID-SA-SI/tierdropUSAID-SA-SI/tierdropPublic
    
Package to process, validate, and consolidate MER data for DATIM Import

    R
2

  4. USAID-OHA-SI/tameDPUSAID-OHA-SI/tameDPPublic
    
Import and munge data from PEPFAR Target Setting Tools

    R
1

3


, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
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7
followers
 · 1
following

Achievements
Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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karishmas26/README.md
Hi there 👋
I am a data scientist and public health specialist who is passionate about leveraging evidence and analytics for global impact. I’ve spent the last several years at USAID, where I helped lead data science efforts for PEPFAR – the U.S. government’s flagship global health program and the largest initiative in the world targeting HIV/AIDS.
Throughout my tenure, I collaborated with governments and partners across more than a dozen countries to apply epidemiological modeling, geospatial analysis, and analytics to drive programmatic strategy for high-impact global health programs. My work has supported HIV, tuberculosis, and other global health programs in over a dozen countries, with a focus on conducting rigorous analytics and statistical modeling, automating data workflows and reporting systems, and developing open-source tools to make data more actionable and accessible for cross-functional stakeholders.
I had the privilege to collaborate with a small group of data scientists at @USAID-OHA-SI, helping to advance analytics tools, data management practices, data visualization, and communications globally.
My public presentations can be found on Speaker Deck. My talks at Posit Conf can be found here: 2023, 2024.

Pinned
Loading
  1. USAID-OHA-SI/coRpsUSAID-OHA-SI/coRpsPublic
    HTML
11

2

  2. USAID-OHA-SI/mindthegapUSAID-OHA-SI/mindthegapPublic
    
Munges and returns estimates from UNAIDS data.

    R
5

  3. USAID-SA-SI/tierdropUSAID-SA-SI/tierdropPublic
    
Package to process, validate, and consolidate MER data for DATIM Import

    R
2

  4. USAID-OHA-SI/tameDPUSAID-OHA-SI/tameDPPublic
    
Import and munge data from PEPFAR Target Setting Tools

    R
1

3


, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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7
followers
 · 1
following

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Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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karishmas26/README.md
Hi there 👋
I am a data scientist and public health specialist who is passionate about leveraging evidence and analytics for global impact. I’ve spent the last several years at USAID, where I helped lead data science efforts for PEPFAR – the U.S. government’s flagship global health program and the largest initiative in the world targeting HIV/AIDS.
Throughout my tenure, I collaborated with governments and partners across more than a dozen countries to apply epidemiological modeling, geospatial analysis, and analytics to drive programmatic strategy for high-impact global health programs. My work has supported HIV, tuberculosis, and other global health programs in over a dozen countries, with a focus on conducting rigorous analytics and statistical modeling, automating data workflows and reporting systems, and developing open-source tools to make data more actionable and accessible for cross-functional stakeholders.
I had the privilege to collaborate with a small group of data scientists at @USAID-OHA-SI, helping to advance analytics tools, data management practices, data visualization, and communications globally.
My public presentations can be found on Speaker Deck. My talks at Posit Conf can be found here: 2023, 2024.

Pinned
Loading
  1. USAID-OHA-SI/coRpsUSAID-OHA-SI/coRpsPublic
    HTML
11

2

  2. USAID-OHA-SI/mindthegapUSAID-OHA-SI/mindthegapPublic
    
Munges and returns estimates from UNAIDS data.

    R
5

  3. USAID-SA-SI/tierdropUSAID-SA-SI/tierdropPublic
    
Package to process, validate, and consolidate MER data for DATIM Import

    R
2

  4. USAID-OHA-SI/tameDPUSAID-OHA-SI/tameDPPublic
    
Import and munge data from PEPFAR Target Setting Tools

    R
1

3


, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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7
followers
 · 1
following

Achievements
Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO
Achievements
Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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karishmas26/README.md
Hi there 👋
I am a data scientist and public health specialist who is passionate about leveraging evidence and analytics for global impact. I’ve spent the last several years at USAID, where I helped lead data science efforts for PEPFAR – the U.S. government’s flagship global health program and the largest initiative in the world targeting HIV/AIDS.
Throughout my tenure, I collaborated with governments and partners across more than a dozen countries to apply epidemiological modeling, geospatial analysis, and analytics to drive programmatic strategy for high-impact global health programs. My work has supported HIV, tuberculosis, and other global health programs in over a dozen countries, with a focus on conducting rigorous analytics and statistical modeling, automating data workflows and reporting systems, and developing open-source tools to make data more actionable and accessible for cross-functional stakeholders.
I had the privilege to collaborate with a small group of data scientists at @USAID-OHA-SI, helping to advance analytics tools, data management practices, data visualization, and communications globally.
My public presentations can be found on Speaker Deck. My talks at Posit Conf can be found here: 2023, 2024.

Pinned
Loading
  1. USAID-OHA-SI/coRpsUSAID-OHA-SI/coRpsPublic
    HTML
11

2

  2. USAID-OHA-SI/mindthegapUSAID-OHA-SI/mindthegapPublic
    
Munges and returns estimates from UNAIDS data.

    R
5

  3. USAID-SA-SI/tierdropUSAID-SA-SI/tierdropPublic
    
Package to process, validate, and consolidate MER data for DATIM Import

    R
2

  4. USAID-OHA-SI/tameDPUSAID-OHA-SI/tameDPPublic
    
Import and munge data from PEPFAR Target Setting Tools

    R
1

3


, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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karishmas26/README.md
Hi there 👋
I am a data scientist and public health specialist who is passionate about leveraging evidence and analytics for global impact. I’ve spent the last several years at USAID, where I helped lead data science efforts for PEPFAR – the U.S. government’s flagship global health program and the largest initiative in the world targeting HIV/AIDS.
Throughout my tenure, I collaborated with governments and partners across more than a dozen countries to apply epidemiological modeling, geospatial analysis, and analytics to drive programmatic strategy for high-impact global health programs. My work has supported HIV, tuberculosis, and other global health programs in over a dozen countries, with a focus on conducting rigorous analytics and statistical modeling, automating data workflows and reporting systems, and developing open-source tools to make data more actionable and accessible for cross-functional stakeholders.
I had the privilege to collaborate with a small group of data scientists at @USAID-OHA-SI, helping to advance analytics tools, data management practices, data visualization, and communications globally.
My public presentations can be found on Speaker Deck. My talks at Posit Conf can be found here: 2023, 2024.

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  1. USAID-OHA-SI/coRpsUSAID-OHA-SI/coRpsPublic
    HTML
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  2. USAID-OHA-SI/mindthegapUSAID-OHA-SI/mindthegapPublic
    
Munges and returns estimates from UNAIDS data.

    R
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  3. USAID-SA-SI/tierdropUSAID-SA-SI/tierdropPublic
    
Package to process, validate, and consolidate MER data for DATIM Import

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2

  4. USAID-OHA-SI/tameDPUSAID-OHA-SI/tameDPPublic
    
Import and munge data from PEPFAR Target Setting Tools

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