WHAT I BUILD
ENGINEERING SERVICES & CAPABILITIES
I help businesses transition from manual bottlenecks to robust, engineered systems. Here are the three primary areas where I deliver dependable production solutions.
SERVICE 01
AI Workflow Automation
“STOP REPEATING TASKS AI CAN HELP AUTOMATE.”
I build intelligent workflows that help businesses reduce repetitive work, organize information, and streamline everyday processes.
CAPABILITIES
- Email and customer inquiry automation
- Lead capture and follow-up workflows
- AI-powered document processing & PDF data extraction
- Business process automation with self-hosted or cloud n8n
- API-connected workflows and multi-channel notifications (Slack, Email, CRM)
IMPLEMENTATION PROCESS
- 1.Audit current repetitive manual workflows and identify clear automation bottlenecks
- 2.Design webhook architectures, payload schemas, and conditional routing logic
- 3.Implement resilient execution nodes with fallback logic and retry queues
- 4.Deploy, monitor execution logs, and refine parsing accuracy
TANGIBLE DELIVERABLES
- Production-ready n8n or custom webhook automation pipeline
- Structured data extraction schemas with validation guards
- Complete runbook and documentation for maintenance
SERVICE 02
Custom AI Agents & Assistants
“TURN AI INTO A MORE USEFUL ASSISTANT.”
I build AI-powered assistants and agent workflows tailored to specific tasks, information sources, and business needs.
CAPABILITIES
- Custom task-oriented AI assistants
- Automated research, summarization, and reporting workflows
- Knowledge assistants grounded in private business documents (RAG)
- AI agents safely connected to permitted tools and external APIs
- Structured AI workflows with error handling, guardrails, and validation
IMPLEMENTATION PROCESS
- 1.Define agent scope, tool permissions, and strict output format specifications
- 2.Index relevant business knowledge base with clean chunking and embeddings
- 3.Implement multi-step reasoning with state machines or LangGraph orchestration
- 4.Add hallucination checks, human-in-the-loop review triggers, and rate limits
TANGIBLE DELIVERABLES
- Tailored agent service integrated into your team's interface or API
- Vector search index with citation references for factual accuracy
- Safety guardrail implementation preventing unintended tool executions
SERVICE 03
Backend Development & AI Integration
“HAVE AN IDEA? LET'S BUILD THE SYSTEM BEHIND IT.”
I develop backend services and integrate AI capabilities into applications, helping turn product ideas into working software.
CAPABILITIES
- REST API development and secure third-party integration
- Backend services, data modeling, and PostgreSQL database design
- AI model and LLM API integration with streaming responses
- Connecting applications, internal tools, and business systems
- Application logic, data processing, authentication, and role management
IMPLEMENTATION PROCESS
- 1.Clarify application architecture, database entity relationships, and API contracts
- 2.Develop modular backend services using Node.js/Express, Python/FastAPI, or Django
- 3.Integrate AI inference endpoints with asynchronous job queues where needed
- 4.Write unit/integration tests and package services into Docker containers
TANGIBLE DELIVERABLES
- Well-documented REST API with OpenAPI/Swagger specifications
- Normalized relational database schemas with migrations
- Containerized deployment configuration ready for cloud hosting