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Achievement: Pull Shark

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Achievement: Pull Shark

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markkamuya/README.md

Backend Engineer | Systems Optimization

“Optimized, high-impact solutions.”

About Me

CS @ Minerva University

Currently:

  • Building ML pipelines for model training + deployment (scikit-learn, AWS)
  • Shipping to prod via GitHub Actions → EC2 + RDS
  • Designing REST APIs (P95 < 3s) with Flask + PostgreSQL
  • Refining full-stack skills (React + Node) via CodePath

⚡ Tech Stack

  • Languages: Python, SQL, JavaScript
  • Frameworks: Flask, Node.js, SQLAlchemy
  • Databases: PostgreSQL, MySQL (10x optimization via indexing + joins)
  • Data/ML: Pandas, Scikit-learn, Matplotlib
  • Cloud & DevOps: AWS (EC2, RDS), Render, Vercel, GitHub Actions

Pinned Loading

  1. space-optimization space-optimization Public

    Web-based interactive toolkit for constructing, validating, and optimally packing triangles (SSS, SAS, ASA/AAS) within fixed rectangles. Supports manual editing and automated, type-specific packing…

    JavaScript

  2. sir-simulator sir-simulator Public

    Particle-Based SIR Model Simulation models infectious disease spread in a confined multi-floor environment. It uses discrete particles with probabilistic infection dynamics, recovery, and immunity …

    Jupyter Notebook

  3. sheleads sheleads Public

    AI-powered web application that simulates workplace challenges for women in tech. Built with Flask and JavaScript, it delivers real-time feedback, adaptive scoring, and session-based progress trac…

    HTML

  4. Logic-Validator Logic-Validator Public

    Python-based tool that uses truth tables to assess the validity of logical arguments. It evaluates logical premises and conclusions by generating all binary combinations of input variables, then ch…

  5. freecodecamp2 freecodecamp2 Public

    Python script that processes the adult.data.csv dataset to extract insights on race, education, income, and occupation trends. Uses pandas to calculate metrics such as average age by gender, income…

  6. Community-Board Community-Board Public

    JavaScript