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| <!DOCTYPE html> | ||
| <html lang="en"> | ||
| <div id="medium_blog_container"> | ||
| <!-- Here we will mount our component --> | ||
| </div> | ||
| <body> | ||
| <script src="https://unpkg.com/react@18/umd/react.development.js" crossorigin></script> | ||
| <script src="https://unpkg.com/react-dom@18/umd/react-dom.development.js" crossorigin></script> | ||
| </body> | ||
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| <head> | ||
| <meta charset="UTF-8"> | ||
| <meta name="viewport" content="width=device-width, initial-scale=1.0"> | ||
| <title>Data Manipulation Portfolio</title> | ||
| <style> | ||
| /* Add your custom CSS styles here */ | ||
| body { | ||
| font-family: Arial, sans-serif; | ||
| line-height: 1.6; | ||
| margin: 0; | ||
| padding: 0; | ||
| padding-left: 20px; | ||
| background-image: url('picture3.jpg') ;/*('pagePic.jpg')*/ | ||
| background-size: cover; | ||
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| } | ||
| #container { | ||
| display: flex; | ||
| flex-direction: column; | ||
| align-items: center; | ||
| justify-content: center; | ||
| min-height: 100vh; | ||
| margin-left: 20px; | ||
| text-align: center; | ||
| } | ||
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| /* Additional CSS for your content */ | ||
| /* For example, you can style the header text */ | ||
| header { | ||
| font-size: 20px; | ||
| } | ||
| p{ | ||
| /*color:rgb(0, 26, 255)*/ | ||
| color: black /*whitesmoke*/ | ||
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| } | ||
| h1{ | ||
| color:black /*red*/ | ||
| } | ||
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| h2{ | ||
| color:blanchedalmond/*red*/ | ||
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| } | ||
| /* ... Additional CSS styling ... */ | ||
| </style> | ||
| </head> | ||
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| <body> | ||
| <header> | ||
| <h1>Data Manipulation Portfolio</h1> | ||
| <!-- Add your personal information like name, email, and LinkedIn profile here --> | ||
| <address> | ||
| Email: ambrolum@gmail.com<br> | ||
| GitHub: <a href="https://github.com/Ambro19">github.com/Ambro19</a> | ||
| </address> | ||
| </header> | ||
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| <section> | ||
| <h2>Select Projects</h2> | ||
| <!-- Add a brief description of your selected LabVIEW projects --> | ||
| <p>Human biology can be complex, in part due to the function and interplay of the body's | ||
| approximately 37 trillion cells, which are organized into tissues, organs, and systems. | ||
| However, recent advances in single-cell technologies have provided unparalleled insight | ||
| into the function of cells and tissues at the level of DNA, RNA, and proteins. | ||
| Yet leveraging single-cell methods to develop medicines requires mapping causal links | ||
| between chemical perturbations and the downstream impact on cell state. These experiments | ||
| are costly and labor intensive, and not all cells and tissues are amenable to high-throughput | ||
| transcriptomic screening. If data science could help accurately predict chemical perturbations | ||
| in new cell types, it could accelerate and expand the development of new medicines.</p> | ||
| </section> | ||
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| <section> | ||
| <h2>Project Descriptions</h2> | ||
| <!-- Write detailed descriptions for each project --> | ||
| <p> Project 1: Kaggle Machine Learning Competition: Open-Problem: Single - Cell Perturbations<br> | ||
| Goals: | ||
| <ul> | ||
| <li>The goal of this competition is to predict how small molecules change gene expression in different cell types. | ||
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| The contribution will help develop methods to predict how cells respond to small molecule | ||
| drug perturbations, which could have important applications in drug discovery and basic biology.</li> | ||
| </ul> | ||
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| Challenges: | ||
| <ul> | ||
| <li>The competition participants are asked to build models that can predict the differential expression | ||
| of all 18,211 genes in the transcription dataset. In other words, they are expected to estimate how | ||
| the expression of each gene changes in response to experimental treatments or compounds.</li> | ||
| </ul> | ||
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| Solutions: | ||
| <ul> | ||
| <li>To provide solution, the competition participants are tasked with modeling differential | ||
| expression (DE) and how the impact of experimental perturbations on the expression levels of all | ||
| genes in the dataset is estimated.</li> | ||
| </ul> | ||
| </p> | ||
| <!-- Add more project descriptions as needed --> | ||
| </section> | ||
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| <section> | ||
| <h2>Code Samples</h2> | ||
| <!-- Share snippets of your LabVIEW code --> | ||
| <pre> | ||
| <code> | ||
| # In progress | ||
| </code> | ||
| </pre> | ||
| </section> | ||
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| <!-- Add more sections for Screenshots and Media, Documentation, Learning Journey, Collaborative Projects, | ||
| Personal Projects, Online Presence, Presentation, and Keep It Updated. --> | ||
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| <footer> | ||
| <p>© 2023 Ambroise Ngayinoko. All rights reserved.</p> | ||
| </footer> | ||
| </body> | ||
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| </html> |