AMR.ALFAYOUMY
FIELD NOTES · 2026

Selected projects.

These case studies pull together recent production work, enterprise modernization, and earlier research projects from the original portfolio, resume draft, and LinkedIn updates.

PRODUCTION 01 / 08

EAD Mynd: Avatar Conversational AI (UAE).

2024-2025 · Multilingual conversational AI

Production multilingual avatar AI with Arabic and English support.

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PRODUCTION 02 / 08

EAD State of Environment Report Platform (UAE).

2024-2025 · Automated reporting system

Automated environmental reporting with multi-agent orchestration.

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ACTIVE PROGRAM 03 / 08

Mobily AI/ML Modernization (KSA).

2025-Present · Enterprise modernization

Large-scale SAS-to-Dataiku migration for telecom analytics.

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PRODUCTION 04 / 08

Bank Muscat Behavioral Anomaly Detection (Oman).

2025-Present · AML and anomaly detection

Enterprise AML anomaly detection for conventional and Meethaq Islamic banking workflows.

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PRODUCTION 05 / 08

CRDB Bank Tanzania Fraud Detection System.

2025-Present · Fraud analytics

Multi-channel fraud monitoring across 80M+ monthly transactions.

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PRODUCTION 06 / 08

Confidential Client Fraud Risk Platform.

2025-Present · Fraud risk scoring

Real-time onboarding and ongoing fraud monitoring for payment systems.

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RESEARCH 07 / 09

COVID-19 CT and X-ray Detection.

2021 · Medical imaging ML

Supervised COVID-19 detection from chest CT and X-ray scans with feature extraction and ensemble voting.

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RESEARCH 08 / 09

SWaT Industrial Control Security Research.

2023-2024 · ICS security and time-series modeling

Combined SWaT forecasting and cyberattack-classification research for anomaly surfacing, attack detection, and attack-point localization.

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RESEARCH 09 / 09

HARIPS [Thesis]: Activity and Indoor Positioning Monitoring (Egypt).

2022-2023 · Applied machine learning

Unified wearable-sensor activity recognition and BLE indoor positioning for patient-aware monitoring and alerts.

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// OPEN COMMS