AI-Powered API Integration for Complex Business Services

Systematic methodology + Domain expertise + AI acceleration

Expert technical product management for Banking as a Service, Ad Tech, and multi-provider API integrations. I bring proven enterprise engineering methods and AI-assisted development to help SMBs integrate complex business services without enterprise-level resources.

Three Core Competencies

Specialized expertise in complex business API integration

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Banking as a Service Integration

Deep expertise in integrating banking and payment APIs for fintech startups and embedded finance platforms.

Account opening and KYC workflows
Card issuance and management
Payment processing and transfers
Regulatory compliance integration

Industries: Fintech, Neobanks, Embedded Finance

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Ad Tech Platform Integration

Advertising platform integration with expertise in traffic acquisition and monetization across Google, Facebook, TikTok, AdSense, and other platforms.

Conversion tracking and attribution
Ad serving and impression tracking
Performance analytics and reporting
Event-driven architecture

Industries: Publishers, Advertisers, Ad Platforms

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Multi-Provider Orchestration

Unified integration across multiple API providers with semantic abstraction layers for maintainability.

Semantic API modeling
Provider-agnostic architecture
Complex workflow orchestration
Integration pattern reusability

Industries: E-commerce, SaaS Platforms, Marketplaces

Systematic Approach

Proven enterprise engineering methodology combined with AI acceleration

Essential Business Architecture

I formally model your business using DEMO methodology DEMO (Design & Engineering Methodology for Organisations) is a research-based approach that models the essential structure of business operations; separating what actually happens from how it's currently implemented. before designing integrations, ensuring APIs support your business rather than dictating it.

Semantic API Modeling

I create formal mappings between business concepts and API capabilities, producing maintainable, reusable, and AI-friendly integration patterns.

AI-Accelerated Development

I leverage AI to rapidly build proof-of-concepts and guide implementation teams through AI-assisted development; delivering faster feasibility validation and more efficient team execution.

Methodology in Action

See how formal modeling and semantic systems create intelligent, explainable decision logic

Credit Card Approval System

Intelligent decision-making powered by semantic models

Try Live Demo →

What This Demonstrates

✓ Semantic Modeling

Business rules formally modeled as semantic concepts, not hardcoded logic

✓ Explainable Decisions

Every approval or denial includes clear reasoning based on formal rules

✓ AI-Assisted Build

Built using AI code assistance with semantic models as the foundation

Technical Approach

This demonstration applies the same methodology I use for API integration projects: formal modeling of business logic, semantic representation of rules, and systematic implementation. The result is maintainable, explainable, and extensible—exactly what complex integrations require.

Application to Integration: Just as credit approval rules are modeled semantically here, API integration patterns can be formally modeled to create reusable, AI-friendly architectures that adapt as business requirements evolve.

Explore the live demo →

This demo is built using the ORM Toolkit framework—part of my research on formal modeling and semantic systems. While the full BaaS and AdTech integration demos are in development, this illustrates the systematic methodology that powers my approach.