Skills.

Business analysis & delivery

I lead discovery, requirements, and MVP prioritization. I coordinate developers, validate solutions, and support adoption with demos and guides.

Tools & methods
  • Stakeholder discovery
  • Requirements analysis
  • Prioritization
  • MVP scoping

Prototyping & applications

I translate stakeholder needs into prototypes and applications, connecting interfaces, APIs, and databases with AI-assisted development and code review.

Tools & methods
  • TypeScript / JavaScript
  • Python / Flask
  • PostgreSQL
  • HTML / CSS
  • React
  • Codex / Cursor

Integrations & identity

I integrate existing systems through APIs, configure company sign-in and access controls, and handle data parsing and API rate limits.

Tools & methods
  • Microsoft Entra ID
  • SSO
  • API integration
  • Access controls

Applied AI & evaluation

I build document-grounded assistants with citations and integrate AI into workflows. I evaluate responses against expected answers and document errors.

Tools & methods
  • RAG
  • LangChain
  • LLM orchestration
  • Answer evaluation

Deployment & reliability

I package applications with Docker, configure CI/CD with AI assistance, and troubleshoot through logs and health checks. Experience includes hosting, monitoring, and backups.

Tools & methods
  • Docker / Compose
  • GitLab CI/CD
  • GitHub
  • VMs & backups
  • Kubernetes (deployment exposure)

Data & analytics

I build dashboards, validate data, automate reporting, and translate business rules into calculations teams can use.

Tools & methods
  • Power BI
  • SQL
  • DAX
  • Excel / VBA