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18 followers · 24 following
  • Illinois, United States

Achievements

Achievement: Pull Sharkx2

Achievements

Achievement: Pull Sharkx2

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soph-k/README.md

✦ π»π‘’π‘™π‘™π‘œ πΉπ‘’π‘™π‘™π‘œπ‘€ <πšπšŽπšŸπšŽπš•πš˜πš™πšŽπš›πšœ/>! Waving hand

It’s so nice of you to stop by!
I’m Sophia, an M.S. Computer Science graduate building full-stack applications and software engineering projects.
I enjoy working with JavaScript, React, Python, Node.js, APIs, databases, and machine learning tools.
────── β™‘ ──────
✦ Learn thoughtfully β€’ Build beautifully β€’ Solve real problems ✦



Cute Computer Set Up

  • πŸŽ“ M.S. Computer Science graduate from the University of Colorado Boulder

  • πŸ’» Building projects in full stack development, machine learning, data analysis, and robotics

  • 🌱 Currently improving my TypeScript, React, backend development, and system design skills

  • 🧠 Background in Biology, with an interest in software that solves real-world problems

  • πŸ‘― I’m looking to collaborate on MERN stack projects

  • πŸ’¬ Ask me about Python, JavaScript, React, Node.js, MongoDB, SQL, REST APIs, and ML tools

  • ✨ Fun fact: I speak three languages!



π™»πšŠπš—πšπšžπšŠπšπšŽπšœ
python java javascript typescript sql r html5 css3

π™΅πš›πš˜πš—πš π™΄πš—πš
react react router redux context api responsive design sass bootstrap

π™±πšŠπšŒπš”πšŽπš—πš & π™³πšŠπšπšŠπš‹πšŠπšœπšŽπšœ
nodejs express rest api json mongodb mysql postgresql

π™³πšŠπšπšŠ πš‚πšŒπš’πšŽπš—πšŒπšŽ & 𝙼𝙻
pandas numpy scipy scikit-learn matplotlib machine learning data analysis

πšƒπš˜πš˜πš•πšœ & π™Ώπš•πšŠπšπšπš˜πš›πš–πšœ
git github vscode postman insomnia rstudio webots




Repos Per Language

TIAGo Robot Project

TIAGo Robot

Autonomous mobile manipulation using mapping, path planning, obstacle avoidance, computer vision, and pick-and-place behavior.

Python NumPy SciPy Webots

Unsupervised Soil and Crop Analysis

Deep Learning Crop Recommendation

Analyzed 2,200 soil and environmental records using exploratory analysis, feature scaling, PCA, clustering, and anomaly detection to identify crop recommendation patterns and soil-health insights.

Python Pandas Scikit-learn K-Means PCA

Pinned Loading

  1. tiago-mapping-planning tiago-mapping-planning Public

    A Webots robotics project integrating LiDAR mapping, A* path planning, reactive obstacle avoidance, camera perception, behavior trees, and three-object pick-and-place for the TIAGo robot.

    Python

  2. soil-clustering-recommendation soil-clustering-recommendation Public

    An unsupervised machine learning project using K Means, DBSCAN, and PCA to discover patterns in soil and climate data and build an exploratory crop recommendation system.

    Jupyter Notebook

  3. weather_gadget weather_gadget Public

    Simple Weather API using HTML, CSS, jQuery and OpenWeatherAPI for API calls.

    CSS