على Alriyadh

CMA-licensed Saudi investment firm. Sole BSA across payments, KYC/AML, regulatory reporting, banking integrations, and product/data.
• Redesigned IBAN verification end-to-end, cuting third-party cost by 80%. Authored the validation specification using SAMA structure
and ISO 13616, designed a trusted-IBAN cache, introduced per-user call limits, and renegotiated the per-call rate from SAR 1.5 to SAR
0.4.
• Automated CMA, BAYAN (SAMA), and SIMAH regulatory reporting after CEO escalation. Replaced multi-day manual cycles with
parameterized SQL and database functions, reducing the risk of manual errors to the regulator.
• Designed reconciliation logic for bank reversals using virtual IBAN matching — mapped how reversal references mutate and how
money-movement timing diverges from order timing, closing a critical operational gap across wallet flows.
• Eliminated stuck transactions from a queue-blocking gateway bug — diagnosed duplicate orders holding the queue in PENDING,
specified a balance-check rule, and drove the code-level fix that removed repeated manual database intervention.
• Reduced paid identity verification calls via multi-layer national ID validation (format rules + Luhn-algorithm pre-check), and eliminated
duplicate-order corruption with a database constraint.
• Corrected critical investor reporting metrics (total net asset, total investments) and built executive KPI dashboards across onboarding,
verification, deposits, wallets, and investor activity.
• Owned Plotline (in-app engagement platform) end-to-end — configuration, user segmentation (active/idle/invested), campaign
execution, and measurement design; sole owner in the company.
• Led third-party and internal integrations end-to-end (identity, AML, ANB bank statements/payments, Odoo ERP) — from API contracts
(REST/JSON) and Postman testing through UAT and production sign-off.

Data / Business Analyst with fintech experience in payments and operations. I work with SQL, dashboards, and stakeholders to turn business questions into clear KPIs, insights, and process improvements. I focus on accuracy, impact, and automation.

• Built KPI reporting dashboards in Tableau, giving business teams clearer operational visibility.
• Developed an NLP solution to detect the most common operational issues from customer data, and translated findings into user stories
that drove team action.

• Built an NLP pipeline that automated quality assurance and evaluation of customer service interactions, replacing manual review.