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kanyutu707/README.md

Alfred

Software Engineer | Machine Learning Engineer | Systems Developer

Based in Kenya | Open to Remote and Global Opportunities


About Me

I am a self-driven Software Engineer with a strong interest in building reliable, scalable, and impactful systems. My work spans backend development, full-stack applications, machine learning, and systems programming.

I enjoy solving meaningful problems through clean architecture, thoughtful design, and continuous learning. I am particularly interested in projects at the intersection of software engineering, healthcare, and intelligent systems.


Areas of Expertise

Full Stack Development

  • Design and build scalable backend systems using Spring Boot and FastAPI
  • Develop modern, responsive user interfaces with Angular, React, and Flutter
  • Design and manage relational databases using MySQL
  • Develop and integrate RESTful APIs and microservices

Machine Learning

  • Develop predictive models using Python and TensorFlow
  • Work on healthcare-focused AI solutions
  • Perform data preprocessing, analysis, and visualization for medical datasets
  • Explore model deployment and production-ready ML systems

Systems Programming

  • Build performance-oriented applications using C++
  • Implement indexing, search algorithms, and file-based data systems
  • Strengthen knowledge of data structures, memory management, and system-level design

Technical Skills

Languages: C++, Python, Java, JavaScript Frameworks: Spring Boot, FastAPI, Angular, React, Flutter Machine Learning: TensorFlow, Keras Databases: MySQL Concepts: REST APIs, Microservices Architecture, Data Structures, Algorithms


Featured Projects

Health Information Exchange System

A full-stack cross-platform healthcare data exchange platform.

  • Backend: Spring Boot
  • Web Frontend: Angular
  • Mobile Frontend: Flutter

The system enables hospitals to securely share patient records, appointments, and clinical documentation.


Pneumonia Prediction Model

A deep learning model for detecting pneumonia from chest X-ray images.

  • Built with Python, TensorFlow, and Keras
  • Focused on early disease detection using medical imaging
  • Trained on publicly available healthcare datasets

Simple Web Search Engine

A lightweight search engine implemented in C++.

  • Built using C++, STL, and file I/O
  • Implements custom indexing, keyword search, and basic ranking
  • Designed as a systems programming and algorithm learning project

GitHub Statistics


Currently Learning

  • Advanced C++ for systems and performance-critical applications
  • Deep learning model optimization and deployment
  • Microservices architecture using Spring Boot, Docker, and Kubernetes

Night Light


Pinned Loading

  1. dataplatform dataplatform Public

    data platform helping to clean data for machine learning training

    C++

  2. MyFirstCPPGame MyFirstCPPGame Public

    C++

  3. WebSearchEngine WebSearchEngine Public

    A simple web search engine built using c++

    C++

  4. TrafficSimulationSystem TrafficSimulationSystem Public

    A sample system for contolling the traffic lights and estimating traffic

    C++

  5. amortizingengine amortizingengine Public

    C++

  6. cryptobanksimulator cryptobanksimulator Public

    C++