About
Software Engineer • Systems Architect • Automation Engineer
I am a Software Engineer specializing in automation, integrations, intelligent systems, and platform architecture. My work begins long before code is written. I believe the most valuable solutions come from understanding how a business operates, where inefficiencies exist, and which constraints are limiting growth.
I work closely with clients to understand their workflows, identify bottlenecks, and uncover opportunities for improvement. Once the problem is fully understood, I design and build systems that reduce manual work, improve reliability, and create scalable processes. Over the years I have built workflow automation platforms, AI-powered systems, integration solutions, plugin ecosystems, API platforms, and business-critical software that streamline operations and increase efficiency.
I immerse myself in your business processes, uncover hidden inefficiencies, and build systems that help your company grow.
Engineering Philosophy
First understand the business. Then design the system. Then automate the work.
Core Values
- Understand before building
- Outcomes over technology trends
- Systems that scale with the business
- Practicality over complexity
Experience
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Jan 2024 — Present
Software Engineer
Workspecstation
- Architected and developed VentureAI's agent orchestration framework, enabling coordinated execution of AI agents, workflow routing, mission dispatching, decision-making pipelines, and multi-skill agent interactions.
- Designed and implemented a scalable mission-control architecture for AI-driven workflow automation, introducing structured state management, mission lifecycle tracking, and intelligent task dispatching mechanisms.
- Led the development of a plugin-based ecosystem for FaastAPI, enabling dynamic plugin activation, lifecycle management, process isolation, health monitoring, and automatic state reconciliation after service crashes or restarts.
- Engineered plugin persistence and recovery mechanisms that synchronize runtime state with database state, ensuring reliable restoration of active plugins across server restarts and unexpected failures.
- Built workflow orchestration and integration solutions using Node-RED, FastAPI, Python, and distributed service architectures to automate complex business processes and reduce operational overhead.
- Developed reusable SDK and workflow-definition strategies for AI systems, evaluating trade-offs between YAML, TOML, Python SDKs, determinism, and developer experience to establish scalable platform foundations.
- Designed automation frameworks capable of coordinating multiple agents, tools, and external systems while maintaining execution traceability, fault tolerance, and extensibility.
- Created internal tooling and architecture patterns for plugin management, agent execution, workflow composition, and service orchestration that improved maintainability and accelerated feature delivery.
- Researched and evaluated modern AI orchestration technologies, workflow engines, and agent frameworks to identify scalable approaches for enterprise-grade autonomous systems.
- Contributed to the design of extensible integration platforms connecting APIs, services, databases, and automation workflows, enabling rapid implementation of customer-specific business solutions.
- Established engineering practices around system reliability, workflow observability, error handling, process recovery, and state synchronization across distributed components.
- * Prototyped and validated advanced concepts including workflow SDKs, plugin runtime architectures, Python-to-WASM execution strategies, and modular automation ecosystems.
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Aug 2023 — Dec 2024
Automation and Integration Engineer
APPSeCONNECT
- I developed integration packages between different applications extending from various ecommerce application such as Shopify, WooCommerce, BigCommerce, etc to ERP systems such as SAP S/4 HANA, Netsuite and POS systems such as iVend Retail.
- I worked with different API's (OData, REStFul. SOAP. BAPI, etc).
- I also built an internal tool Aaisa - a smart AI Agent that leveraged the generative and custom tooling capabilities of OpenAI to gather insights on lead, track recent updates and communicate with them through emails while assisting in meetings.
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Mar 2023 — May 2023
Backend Developer
Freelance (Client)
- Handling data routing and database architecture for a Desktop Application to track Orders, show analysis of sales and print receipts of the restaurant.
My Technology Ecosystem
My Technology
Ecosystem
ai
- LLM Orchestration Multi-agent coordination with budgets and guardrails.
devops
- Docker Reproducible local and CI environments.
automation
- Node-RED Visual orchestration for business workflows.
backend
- Node.js Primary runtime for APIs and workers.
- Python Automation, data pipelines, and agent systems.
frontend
- TypeScript Strict typing across the whole stack.
databases
- PostgreSQL Default database — modeling, tuning, advisory locks.
- Redis Queues, caching, and rate limiting.
cloud
- Cloudflare Pages, Workers, and edge delivery.
- Supabase Auth, Postgres, and storage for product backends.
Contact
Have a project, role, or idea in mind? Send a message — I usually reply within a day.