Grounded
Use trusted sources, metadata, citations, and measurable quality controls.
AVAILABLE FOR SELECT PROJECTS
Building practical agentic AI systems for complex work.
I design reliable AI, data, and software systems that connect knowledge, tools, workflows, and human judgment. My work spans agentic applications, RAG, data platforms, integration architecture, and operational automation.
01
Agentic AI &
tool-using systems
02
RAG & document
intelligence
03
Data platforms &
analytics engineering
04
Integration, DevOps &
reliable automation
01 / ABOUT
Systems thinking for AI that must work in the real world.
I work at the intersection of AI, data, software architecture, and operational delivery. I help turn unstructured information, fragmented systems, and manual processes into auditable, useful workflows.
My approach prioritizes explicit requirements, secure integration boundaries, source-grounded outputs, observability, and human review for consequential actions. The goal is not AI theater—it is a maintainable system that improves how people research, decide, build, and operate.
Integrated
Connect agents to APIs, databases, documents, and enterprise workflows.
Governed
Build permissioning, approval gates, logging, evaluation, and fallback paths.
02 / EXPERTISE
Capabilities across the full delivery lifecycle.
From strategy and architecture through prototyping, implementation, documentation, and operational improvement.
Agentic AI Systems
AI agents, multi-step planning, tool use, approvals, memory, evaluation, and operational controls.
- Tool-using agents
- MCP integrations
- Human approval workflows
RAG & Knowledge Systems
Document ingestion, OCR, chunking, retrieval, reranking, citations, and knowledge-access interfaces.
- Private knowledge assistants
- Document intelligence
- Vector and hybrid search
Data & Analytics Engineering
Data pipelines, semantic modeling, SQL, analytics workflows, data quality, and decision-support systems.
- ETL / ELT pipelines
- Analytics and reporting
- Data modeling and governance
Platforms & Integration
API architecture, Docker environments, workflow orchestration, observability, and enterprise integration.
- REST APIs and webhooks
- Docker and Linux
- CI/CD and operational reliability
03 / SELECTED WORK
Representative project areas.
Replace these placeholders with projects you are permitted to describe publicly. Remove confidential names, data, client details, and internal metrics.
01
AGENTIC AI / KNOWLEDGE OPERATIONS
Source-grounded research and document-intelligence workflow
[[Replace with a concise project summary: the business problem, the system architecture, your role, the tools used, and the outcome.]]
02
DATA ENGINEERING / ANALYTICS
Integrated analytics and semantic-data platform
[[Replace with a concise project summary: data sources, pipeline design, semantic layer, governance controls, dashboards, and measurable impact.]]
03
AUTOMATION / PLATFORM RELIABILITY
Containerized workflow platform and operational control plane
[[Replace with a concise project summary: workflow automation, container architecture, integrations, monitoring, approvals, and operational outcomes.]]
Professional summary
[[Add a 3–5 sentence resume summary. Example: Technical architect and AI/data systems practitioner with experience designing agentic AI, RAG, data platforms, enterprise integrations, containerized services, and reliable delivery workflows.]]
Core technical skills
AI & Data
Python, RAG, LLMs, MCP, embeddings, vector search, SQL, analytics engineering
Architecture
APIs, integration, workflow design, enterprise systems, governance, documentation
Platform & DevOps
Docker, Docker Compose, Linux, CI/CD, observability, cloud-native patterns
Experience
[[YYYY]] — Present
[[TITLE OR ROLE]]
[[COMPANY / CONSULTING PRACTICE]]
[[Add 1–3 concise, outcome-oriented bullets or sentences about responsibilities and results.]]
[[YYYY]] — [[YYYY]]
[[TITLE OR ROLE]]
[[COMPANY]]
[[Add 1–3 concise, outcome-oriented bullets or sentences about responsibilities and results.]]
[[YYYY]] — [[YYYY]]
[[TITLE OR ROLE]]
[[COMPANY]]
[[Add 1–3 concise, outcome-oriented bullets or sentences about responsibilities and results.]]
Education & credentials
[[Add degree(s), institution(s), relevant certifications, or professional development.]]
05 / CONTACT
Have a complex workflow, data problem, or AI system to build?
I am available for architecture advisory, technical discovery, implementation planning, prototype development, and systems-integration engagements.
[[YOUR_EMAIL]]