Open to software engineering, AI/ML, and data systems opportunities

Smaila Amoanu

Software Engineer • AI/ML • Data Systems

I build full-stack and data-intensive software, drawing on my background in statistics, machine learning, and computational research.

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GitHub LinkedIn Acadelyn Arkos DataTeks

Arkos ChurchPro

Attendance, certificates, dashboards, and member workflows.

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Arkos HR Pro

Payroll, employees, payslips, leave, and reporting workflows.

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Arkos SchoolPro

Student records, billing, receipts, and school administration.

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Acadelyn

Academic discovery, search, saved items, and opportunity workflows.

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Arkos AttendPro

Event and workforce attendance with registration, rotating QR, kiosk, badge, and self-service check-ins.

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Smaila Reader

Digital books platform for discovering, browsing, and reading Smaila Amoanu titles.

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2019+

Systems Building

14K+

Tutorial Audience

About

I build software systems across education, workforce operations, community platforms, and academic discovery. My work covers interfaces, APIs, authentication, relational data, deployment, and reliability.

I am pursuing a PhD in Statistics & Data Science at the University of Nevada, Reno, with a strong interest in machine learning, statistical computing, and data-intensive software.

PhD

Candidate · Statistics & Data Science

14K+

Technical Subscribers

Software Systems

2019

Building Software

Smaila Amoanu

Software Engineering • AI/ML • Data Systems

Focus

End-to-End Engineering

Architecture, implementation, testing, deployment, and iteration.

Full-Stack Systems

Interfaces, APIs, authentication, role-based access, data models, and reporting.

Research & Communication

Statistical computing, teaching, technical research, and clear communication.

Technical Stack

Frontend

ReactJavaScriptTypeScriptHTML/CSSResponsive UI

Backend

Node.jsExpressREST APIsAuthRBAC

Databases

SQLiteMySQLPostgreSQLAccess/VBASQL

Data, ML & Research

PythonRSimulationTime SeriesMachine LearningUncertainty

Selected Projects

Full-Stack Platform

Arkos ChurchPro

A full-stack church operations platform that connects member records, attendance, role-based workflows, certificates, dashboards, and reporting in one system.

✓ QR and assisted check-in with a unified attendance history
✓ Role-based workflows for staff and administrators
✓ Deployment configuration, backups, and operational controls

ReactNode.jsSQLiteRole-Based Access

Try the live demo

Super Admin

admin@arkoschurchpro.dev

ChangeMe123!

Member Portal

abigail@example.com

Member123!

Visit Page Member Portal

Business Operations System

Arkos HR Pro

A payroll and HR operations system that connects employee records, payroll processing, payslips, leave, reporting, and administrative workflows.

✓ Bulk payroll processing and staff payslip generation
✓ Employee, payroll, leave, and reporting workflows
✓ Backup and recovery for operational records

PayrollHRReportsBackups

School Operations

Arkos SchoolPro

A school operations platform that brings student records, admissions, billing, receipts, and reporting into a unified administrative workflow.

✓ Student records, fees, billing, and receipts in one data model
✓ Integrated finance and student records with fewer duplicate steps
✓ Role-based workflows for admissions, teaching, finance, and administration

AdmissionsBillingReceiptsReports

Try the live demo

Admissions: demo / T6VnCHLc#0

Teacher: mmaths.two / AGuiKd8y#3

Some capabilities are intentionally restricted to protect the system and demo data.

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Live Platform

Acadelyn.com

An academic discovery platform that helps students explore faculty, conferences, and opportunities through searchable, structured data.

✓ Searchable faculty, conference, and opportunity data
✓ Accounts, saved items, recommendations, and search
✓ Discovery and navigation refined through user feedback

EdTechSearchRecommendations

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Full-Stack PlatformSecurity & Attendance

Arkos AttendPro

An event and workforce attendance platform supporting participant registration, guest and staff check-in, rotating QR, kiosks, badges, self-service attendance, and auditable records.

✓ Event registration, participant management, and session-based check-in
✓ Rotating QR, kiosk, badge, manual search, and self-service attendance workflows
✓ Optional location and identity controls, attendance history, and audit records

Event Check-inRotating QRKiosk & BadgeAudit Records

Live event deployment

This portfolio points to the SkillFest deployment. For a guided walkthrough or private demo access, please use the contact form below.

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Digital PublishingReader Platform

Smaila Reader

A clean digital reading and book-discovery platform for browsing Smaila Amoanu titles, highlighting available books, searchable listings, and a simple path into the reading experience.

✓ Search and browse books by title, author, or topic
✓ Clean storefront experience for digital reading and discovery
✓ Structured presentation of author titles and book access paths

Responsive WebBook DiscoveryDigital Reading

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Experience

Software Engineer & Systems Developer

Arkos DataTeks / DataTechsTutorials

2019 - Present

Build and maintain software for education, workforce operations, community management, and academic discovery.

✓ Requirements, architecture, data modeling, implementation, testing, and deployment
✓ Responsive UI, authentication, reporting, backups, and operational tooling

Database Developer | Independent Systems Projects

Independent Database Projects

2019 - Present

Built Microsoft Access and SQL systems for administration, education, HR, inventory, and records management.

✓ Relational schemas, forms, queries, reports, and user workflows
✓ Documentation, user handoff, and iterative improvements

Graduate Teaching Assistant / Instructor

University of Nevada, Reno

2024 - Present

Teach and support mathematics and statistics courses at the University of Nevada, Reno.

✓ Develop quizzes, worksheets, activities, and technical explanations

Research & Computing

Machine Learning Research Longitudinal Forecasting

Relationship Dissolution Forecasting

Using 2017 HCMST baseline data to forecast whether the same relationship dissolved by 2020 or 2022, with model comparison, SHAP explanation stability, probability calibration, and conformal uncertainty.

0.911 / 0.601

3-year ROC-AUC / PR-AUC

0.889 / 0.653

5-year ROC-AUC / PR-AUC

≈ 90%

Conformal coverage

Random ForestSHAPCalibrationConformal Prediction

Predictive, not causal. The study focuses on forecast reliability and uncertainty rather than deterministic claims about individual relationships.

Attendance Protocol Security

Manuscript Submitted

Rotating QR tokens, identity binding, uncertainty-aware geofencing, replay resistance, and server-side validation for trustworthy attendance systems.

ARMA/QMLE Under Weak Dependence

Presented at JSM 2026, with asymptotic normality, sandwich covariance, and Monte Carlo simulation under innovation-level weak dependence.

Malaria Modeling & Public Health Analytics

Intervention analysis, district-level data, OpenMalaria simulation, and public-health decision support.

Contact

Contact Info

smaila@arkosdatateks.com

Location

Reno, Nevada, USA

GitHub

github.com/SmailaAmoanu

linkedin.com/in/smaila-amoanu-19b370181