Yuri Gideon

Architecting Systems that Outpace the Market.

Software Engineer

WhatI've Done

event-i

EntertainmentEvent management

Zollo Electricals

Electrical retailSolar & services

Zollo Shop

E-commerceCheckout

MatwanaPay

FintechMobile

HR Genie

HR SaaSMulti-tenant

UniMarket

MarketplaceCampus

Zelux

E-commerceFull stack

Real-time Chat System with WhatsApp Integration

Real-timeMessaging
Real-time · Messaging

WhatI've Done

Swipe for more projects

18

event-i

EntertainmentEvent management

Zollo Electricals

Electrical retailSolar & services

Zollo Shop

E-commerceCheckout

MatwanaPay

FintechMobile

HR Genie

HR SaaSMulti-tenant

UniMarket

MarketplaceCampus

Zelux

E-commerceFull stack

Real-time Chat System with WhatsApp Integration

Real-timeMessaging

Live chat UI with audio messages, call logs, and agent handoff patterns.

Real-time · Messaging

Data Science & Machine Learning

Research Lab

Structured applied research across oncology, infectious disease, and chronic-disease HRQOL — each package versioned on private GitHub with reproducible Python pipelines, figures, and client deliverables.

Oncology & Psycho-Oncology (MTRH)

Survivorship, psychological distress, and gyn-oncology outcomes for Moi Teaching and Referral Hospital cohorts.

  • Data scienceMachine learning

    Sexual Dysfunction in Locally Advanced Cervical Cancer

    89.9% FSD prevalence with FSFI domains and adjusted clinical correlates at MTRH.

    • FSFI scoring (Rosen) with FSD cutoff < 26.55
    • Prevalence 89.9% (95% CI 84.7–93.5%), N = 179
    • Domain ranking and sexually active sensitivity analysis
    GitHub
  • Data scienceMachine learning

    Psychological Stress in Cancer Patients

    64% elevated distress with stage-, type-, and treatment-linked coping patterns.

    • QSC-R10 distress prevalence with Wilson CIs
    • Brief-COPE strategy profiling
    • Associations by cancer type, stage, and chemotherapy
    GitHub
  • Data scienceMachine learning

    MTRH Cancer Distress E222

    Full E222 client package: prevalence, coping, and review-ready figures.

    • Elevated distress 64.0% (95% CI 57.5–70.0%)
    • Mean QSC-R10 25.90 (SD 5.55)
    • Coping-by-distress visualisations
    GitHub
  • Data scienceMachine learning

    OBC-GYN Endometrial Cancer Outcomes

    Kaplan–Meier OS/PFS for chemo vs CCRT in endometrial cancer at MTRH.

    • Full cohort descriptives (N=199)
    • Primary chemo vs CCRT survival contrasts (N=152)
    • OS, PFS, and recurrence analyses
    GitHub

Infectious Disease & Community Health

Interrupted time series, pre/post messaging impact, and vaccine-shortage analyses for malaria and diarrheal disease.

  • Data scienceMachine learning

    Pre vs Post PBO-LLIN Messaging

    Pre/post net-use impact with ITS confirmatory context after July 2025 messaging.

    • Paired pre (Feb–Jun 2025) vs post (Jul 2025–Jan 2026) contrasts
    • McNemar / Wilcoxon proposal-fidelity tests
    • Wealth-stratified outcome views
    GitHub
  • Data scienceMachine learning

    Edna Sang Malaria — PBO-LLIN ITS

    Seasonality-adjusted ITS of net use after PBO-LLIN health messaging.

    • Primary ITS with seasonality adjustment
    • GEE logistic/Poisson and LMM confirmatory models
    • Subgroup forest plots and net-care profiles
    GitHub
  • Data scienceMachine learning

    Rotavirus ITS Analysis

    ITS analysis of vaccine shortage impact across Kenyan health facilities.

    • Interrupted Time Series (ITS) Analysis
    • Statistical modeling and trend analysis
    • Data visualization and reporting
    GitHubLive

Chronic Disease & HRQOL

Patient-reported outcomes and mixed-methods quality-of-life research in sickle cell disease.

  • Data scienceMachine learning

    Sickle Cell Adolescent HRQOL (PedsQL)

    PedsQL HRQOL and associated factors among Kenyan adolescents with SCD.

    • PedsQL 4.0 Generic Core quantitative analysis (N=143)
    • χ²/Fisher, Welch t-tests, multivariable logistic aORs
    • Deductive FGD codebook and integration framework
    GitHub

About

About Me

Engineering systems that scale decisions, not headcount.

Senior software engineer and architect building production-grade platforms — multi-tenant SaaS, fintech, and automation at scale.

Systems ArchitectureProduction EngineeringApplied ML

Core Expertise

Process Automation

Turning manual, multi-day workflows into reliable, event-driven pipelines.

Frontend & Product UX

Interfaces that feel premium under load — responsive, accessible, conversion-aware.

Distributed Systems

Microservices and API-first architectures built for deploy velocity and uptime.

Data Science & ML

Models and analytics that inform policy and product — not slide decks.

Education & Certifications

Graduated June 2024

BSc Mathematics & Computer Science

JKUAT

Applied mathematics, algorithms, and computational modeling.

AlgorithmsModeling

Completed May 2024

ALX Full-Stack Software Engineering

ALX Africa · Backend

Immersive training in microservices, automation, and enterprise-scale system design.

BackendMicroservicesArchitecture

Completed 2023

AI & ML Data Science

Udemy

Predictive modeling, neural networks, and time-series for business problems.

Machine LearningTime Series

Ongoing

Azure Cloud Data Track

Microsoft Azure

Cloud data integration, Power BI, and production ML lifecycle management.

AzureData Engineering

Contact

Get In Touch

Let's discuss your next product, platform, or team engagement.

Interested in a Similar Project?

I'm always excited to work on new and challenging projects. Let's discuss how we can bring your ideas to life.

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