Lead AI Engineer

Architect multi-agent and RAG systems for contract review and legal research using Vertex AI, Gemini, Google ADK, A2A, Vector Search, and Document AI OCR. Designed a database-per-client isolation model with dedicated credentials managed through Secret Manager.

Lead software development, IT operations, information security, and cloud infrastructure across AI products and consulting engagements serving approximately 35 enterprise tenants. Use Langfuse to trace agent invocations and diagnose workflow failures.

Own security and compliance efforts, achieving SOC 2 Type I in February 2026. Manage external penetration tests, remediation, SAML SSO integrations, and security due diligence, while mentoring engineers in AI architecture, prompt engineering, and agent orchestration.

Developed agentic AI applications using LangChain and IBM BeeAI, integrating IBM Granite, Llama, and GPT models. Built RAG applications with Milvus and backend services using Python and FastAPI.

Developed application interfaces using React and contributed technical leadership to AI application delivery.

Delivered online banking features for BMO and PNC Bank. Developed frontend applications with Angular and React and backend services with Node.js, Python, and FastAPI.

Built hybrid mobile applications using Expo and React Native. Mentored junior developers and conducted code reviews.

Led a team developing credit card fraud detection systems using machine learning and data analytics.

Managed departmental KPIs, standardized agile processes, and conducted recruitment.

Automated information delivery to streamline fraud prevention operations and applied machine learning to automate credit card transaction analysis.

Developed analytics in Python and R, plus R Shiny dashboards to communicate findings to stakeholders.

Developed web applications using Angular and JavaScript.

Integrated analytics across web and mobile platforms.

Developed and launched mobile applications using Ionic and Angular.

Implemented API integrations and responsive application designs.

Developed web applications using PHP and JavaScript and maintained databases.

Supported customer service teams by troubleshooting technical issues.