Services
Practical engineering across AI agents, workflow automation, AI security guardrails, digital products, and backend systems.
AI Agents
Building practical agent workflows with defined tools, APIs, and application-side logic.
- —Tool-calling pipelines and external API integration
- —Conversational context extraction and intent routing
- —Deterministic guardrails separating extraction from execution
- —Automated testing and validation for agent decision trees
AI Automation
Conversational workflows, messaging integrations, and business-process automation.
- —WhatsApp & messaging integrations (Twilio, Webhooks)
- —Automated data extraction and structured JSON normalization
- —CRM and relational database synchronization
- —Event-driven notification and alert pipelines
AI Security
Security-focused AI workflows, input validation, data boundaries, prompt-injection defenses, and secure AI integration.
- —Prompt-injection defense & input sanitization
- —Structured output verification & schema validation
- —Data isolation boundaries between user input and system prompts
- —Zero-trust separation: LLMs never execute authoritative transactions
Digital Products
Developer templates, architecture resources, reusable backend foundations, and practical digital resources.
- —Production-ready backend boilerplates and blueprints
- —Architecture diagrams and verified implementation references
- —Modular API starters with security and authentication configured
- —Technical documentation and reproducible setup guides
Product Engineering
Backend systems and interfaces required to turn an idea into a working product.
- —Clean backend service architecture (Python / Java / Spring Boot)
- —Relational database design (PostgreSQL / MySQL) & query modeling
- —RESTful API endpoints with stateless authentication & rate limiting
- —Functional, responsive interfaces with clear information hierarchy
I take on custom development projects and technical consulting directly. If you have a specific system or feature you need built, send me a message with details.