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lkayarana/README.md

Hi there! 👋 I'm Rana

womancoding

lkayarana

I have a background in molecular biology and genetics and I'm currently focused on becoming a successful Bioinformatician.

I have a passion for unraveling the complexities of biological data through the power of computational tools and algorithms. With a background in molecular biology and genetics, I am on a mission to become a successful bioinformatician and contribute to advancements in the field of bioinformatics and computational biology.

🔭 What I'm currently working on

I'm currently working on Gene_Analysis for Massive Bioinformatics and diving deep into various programming languages, frameworks, and tools to sharpen my skills in bioinformatician. Here's a breakdown of what I'm focused on:

  • Developing a pipeline for genomic data analysis using Python and R.
  • Creating a web application for visualizing complex biological datasets with React.js and D3.js.
  • Conducting research on protein-protein interactions and their implications in disease mechanisms.

🛠 Technologies and Tools

💻 Programming Languages

  • R: Statistical computing and graphics
  • Python: Scripting and data analysis
  • C#: Back-end development
  • JavaScript/TypeScript: Front-end development

🧬 Bioinformatics Tools and Libraries

  • Bioconductor: R packages for bioinformatics, enabling analysis and comprehension of high-throughput genomic data.
  • Biopython: Python tools for biological computation, including modules for sequence analysis, structural bioinformatics, and population genetics.
  • BLAST: Basic Local Alignment Search Tool, used for comparing nucleotide or protein sequences to sequence databases.
  • Pandas: Python library for data manipulation and analysis, providing data structures and operations for manipulating numerical tables and time series.
  • NumPy: Fundamental package for scientific computing with Python, providing support for arrays, matrices, and high-level mathematical functions.
  • SciPy: Python library used for scientific and technical computing, building on NumPy to provide a large number of higher-level scientific functions.
  • Matplotlib: Plotting library for the Python programming language, providing an object-oriented API for embedding plots into applications.
  • Seaborn: Python visualization library based on Matplotlib, providing a high-level interface for drawing attractive statistical graphics.
  • scikit-learn: Machine learning library for Python, providing simple and efficient tools for data mining and data analysis.
  • Jupyter Notebooks: Interactive computing environment that enables users to author data-driven, interactive, and reproducible notebooks.

💾 Databases

  • SQL: Relational database management (MySQL)
  • NoSQL: Non-relational database management

âš™ Development Tools

  • Git/GitHub: Version control and collaboration
  • Jupyter Notebooks: Interactive data analysis
  • VSCode: Integrated Development Environment

🌱 What I'm currently learning

I am constantly learning and expanding my skill set to keep up with the rapid advancements in bioinformatics. Some areas I am focusing on include:

  • Machine Learning: Applying ML algorithms to biological data
  • Next-Generation Sequencing (NGS): Analysis of NGS data
  • Data Visualization: Creating interactive visualizations with D3.js and Plotly

âš¡ Fun fact

When I'm not coding or analyzing data, you'll often find me on the ice rink, indulging in my passion for ice skating ⛸⛸. It's a great way for me to relax and stay active.

📫 How to reach me

If you'd like to connect or have any questions, feel free to reach out to me through the following channels:

Email LinkedIn Twitter Medium

🚀 GitHub Stats

Your Name's GitHub Stats

💼 Most Used Languages

Top Langs

I'm always open to interesting collaborations and opportunities, so don't hesitate to get in touch!

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