Portfolio

Project showcases built around architecture and business outcomes.

Each showcase uses a consistent structure: business challenge, technology used, business impact, requirements, narrative, and supporting artifacts.

Experiment

Chat-Based Authentication

The client wanted to empower users to use a chat-based AI Experience. In order to access data in a controlled, audited, and secure way,they needed to come up with a mechanism to authenticate via chat, as the user

Business impact

Increased User engagement through a Secure Agentic Experience with protected data.

AIIDPWorkflowSecurityAuthorizationChat

Showcase

Enterprise AI Assistant

Knowledge assistant architecture for internal documents, identity-aware retrieval, and governed answers.

Business impact

Reduced time spent searching across disconnected information sources while keeping answers grounded in approved enterprise content.

RAGAzure AIVector SearchIdentityDocument Processing

Showcase

Private LLM Deployment

Local model deployment patterns for teams with security, compliance, or data residency constraints.

Business impact

Created a path for AI experimentation and workflow support without sending protected data to external services.

Private AILocal LLMsContainersKubernetesAPI Gateway

Showcase

Document Intelligence

Extraction and review workflows that reduce manual processing while keeping exceptions visible.

Business impact

Reduced repetitive review effort while preserving human oversight for exceptions, low-confidence extraction, and business-critical decisions.

Document AIOCRWorkflow AutomationValidation RulesHuman Review

Showcase

Event-Driven Architecture

Streaming and integration patterns for operational data movement and analytics-ready platforms.

Business impact

Improved data availability and integration reliability by moving important business events through a scalable, observable platform.

KafkaFlinkEvent StreamingAPIsData Platforms