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Byron94odhiambo/README.md

πŸš€ About Me

Data/Software Specialist passionate about leveraging technology to solve real-world problems in healthcare, agriculture, and emerging markets. Currently contributing to livestock genetic data management systems at International Livestock Research Institute (ILRI) while pursuing a Masters in Financial Engineering at WorldQuant University.

"Building adaptable, human-centered solutions that genuinely serve the needs of the people" πŸ’‘

🌍 Impact & Mission

  • 🩺 Healthcare Research: Contributed to research initiatives aimed at reducing the 500,000+ annual deaths from diarrhea
  • πŸ„ Livestock Genetics: Developing data management systems for the AADGG project to improve livestock breeding programs
  • 🧠 Medical AI: Built brain tumor detection systems using federated learning while maintaining GDPR compliance
  • πŸ“± Mobile Health: Created HR applications and health data collection tools for field agents

πŸ› οΈ Technical Expertise

Languages & Frameworks

Python JavaScript Dart Django Flutter

Data & ML

PyTorch Pandas NumPy Matplotlib

Databases & Cloud

MySQL Docker FastAPI

πŸ“Š GitHub Statistics

Byron's GitHub Stats

Top Languages

GitHub Streak

🎯 Current Focus

  • πŸ”¬ ILRI AADGG Project: Building scalable data management systems for livestock genetic research
  • πŸŽ“ Financial Engineering: Advancing quantitative finance skills through WorldQuant University
  • πŸ€– AI/ML Research: Exploring federated learning applications in healthcare and agriculture
  • πŸ“ˆ Open Source: Contributing to tools that benefit emerging markets and LMICs

πŸ† Key Achievements

  • βœ… Data Lake Implementation: Created efficient system for integrating new datasets at ILRI
  • βœ… Quality Control Automation: Reduced data cleaning time significantly at KEMRI
  • βœ… GDPR-Compliant AI: Developed federated learning models for medical imaging
  • βœ… Mobile UX Innovation: Increased app usage through intuitive prototype design

🌟 Featured Projects

πŸš— Mechara AI

Rethinking vehicle maintenance through AI

  • Technologies: Django REST Framework, Machine Learning
  • Status: Active Development (Apr 2024 - Present)

🧠 Brain Tumor Detection System

Federated learning for medical imaging

  • Technologies: PyTorch, OpenFL, FastAPI, Docker
  • Achievement: GDPR-compliant distributed training

Web platform for poverty eradication and education improvement

  • Technologies: Django, HTML, CSS, JavaScript
  • Focus: LMIC regions development

πŸ’Ό Professional Experience

Current Role: Data Specialist @ ILRI (Oct 2024 - Present)

  • Livestock genetic data management systems
  • Quality assurance protocols and data governance
  • Field agent ICT support and training

Previous: Data Research Scientist @ KEMRI (Feb 2022 - Nov 2024)

  • Healthcare data integration and analysis
  • Statistical analysis and data visualization
  • Cross-functional collaboration and training

πŸŽ“ Education & Certifications

  • πŸŽ“ Masters in Financial Engineering - WorldQuant University (2024-2027)
  • πŸŽ“ Bachelor of Business Information Technology - South Eastern Kenya University (2021)
  • πŸ“œ Good Clinical Practice (GCP) - CITI Program
  • πŸ“œ Applied Data Science Lab - WorldQuant University

🀝 Let's Connect!

LinkedIn Email Website


⭐ "Sticking to first principles is key to solving unique challenges in emerging markets" ⭐

Building the future, one dataset at a time πŸ“Šβœ¨

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