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Work library

Products, systems, and experiments across the journey.

A broader archive of work across financial technology, enterprise software, AI systems, operational products, and company building.

9 selected projects
Remllo Watchtower operational dashboard showing monitoring trends, case status, priority queues, and analyst workload
Founder · AI-native risk infrastructure · B2B SaaS2025 to today

AI-native transaction monitoring and fraud detection

Designing transaction monitoring, fraud detection, and explainable risk decisioning for regulated businesses.

Remllo Compliance dashboard showing regulatory frameworks, tasks, evidence, and recent compliance activity
Founder · AI-native RegTech · B2B SaaS2025 to today

AI-native compliance management for regulated businesses

Connecting regulatory frameworks, controls, tasks, evidence, audit readiness, and reporting in one compliance workspace.

Lending analytics product screens displayed across desktop devices
Product design · Fintech · B2B SaaS2022

Lending and Risk Analytics

Redesigning a complex analytics product to help financial institutions understand risk and make better lending decisions.

Credrails Recon dashboard showing transaction volumes, reconciliation status, balances, and cashflow analytics
Product design · Financial infrastructure · B2B SaaSLong-term product work

Financial reconciliation for transaction operations

Improving matching, exception management, customer onboarding, and product foundations over more than two years at Credrails.

CSV file validator upload, duplicate transaction review, and validation progress interface
Research · Financial operations2024

CSV File Validator

Making large transaction-file submissions easier to inspect, correct, and trust before reconciliation begins.

Automotive lending operations workspace displayed across laptop, tablet, and mobile devices beside a vehicle
B2B SaaS · Enterprise UXClient work

Automotive lending operations platform

Designing a multi-sided automotive operations platform for vehicle payoffs, lien releases, title transfers, and title fulfilment.

AI-powered 3D structural engineering workspace showing a bridge model, reinforcement details, and simulation analysis results
AI product design · Engineering softwareClient work

AI-powered 3D engineering workspace

Redesigning structural simulation as an AI-powered 3D workspace built around engineering intent, control, and explainable results.

Procurement and inventory management dashboard screens
Enterprise systems · Product design2020

Procurement and Inventory

Simplifying how a commercial bank manages procurement, vendors, approvals, and inventory across its operations.

Proposed guided journey from KYC completion to wallet funding and first investment
UX audit · Fintech · B2C · MobileIndependent design task

Mobile investment app UX audit

Auditing why customers completed onboarding but did not continue to wallet funding and their first investment.

The archive is still growing

Some chapters are documented. Others are still being written.

New case studies will be added as the work is cleared for publication and the stories are ready to be told properly.

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