Building the retrieval platform behind engineering audits, and the agents that automate enterprise onboarding.

• Built Code-Analyzer, a code-intelligence platform that makes large commercial financial-services codebases auditable on a consulting timeline, treating retrieval over code as a problem distinct from retrieval over prose.
• Built the evaluation harness that gates promotion — 30 hand-curated Q&A pairs across 15 indexed repositories, scored on keyword recall, file-pattern hit rate, cross-module recall, and citation rate against a versioned baseline. Hybrid retrieval holds 73% keyword recall at 520 ms, with 100% of answers citing sources.
• Designed the TerraCore Onboarding Agent — an agentic system driving Terraform, Jenkins, and account-servicing APIs as LLM tools, cutting application onboarding from weeks to hours with resumable, auditable workflow state.
• Shipped the agent as an async FastAPI service with SSE progress streaming, and made destructive infrastructure operations safe to automate through input validation, allow-listed actions, dry-run modes, and human-in-the-loop approval gates.
• Leads AI enablement for 200+ engineers across the institutional vertical, covering agentic frameworks and org-scale GitHub Copilot adoption.

Led event-driven platforms and cloud-native modernization for Fidelity Institutional.

• Led design and delivery of an event-driven microservices platform for Fidelity Institutional's Custom Separately Managed Accounts, launching with 200–500 high-value institutional accounts representing roughly $1B in assets under management.
• Delivered a cloud-native Mainframe Analysis Tool that automatically maps dependencies across thousands of modules spanning COBOL, JCL, PL/I, CICS, IMS, and DLI — cutting retirement-impact analysis from weeks to minutes and replacing manual lookups for analysts.
• Architected distributed workflows across AWS Lambda, EventBridge, and SQS for trade allocations, securities servicing, and cash movements; provisioned environments with Terraform and hardened data integrity with JSON schema validation and standardized git hooks.

Modernized Fidelity's high-traffic retail investing platform.

• Modernized Fidelity's retail investing platform across the Periodic Investment Plan, baskets, and the 52-Week Challenge, letting consumers automatically invest from external bank accounts into mutual funds, ETFs, and equities on weekly, bi-weekly, and monthly schedules.
• Built multi-step workflow orchestration on AWS Step Functions for periodic cash transfers, securities purchases, and fund allocations.
• Automated infrastructure with Terraform, added CI/CD, and instrumented Datadog logging, tracing, metrics, and alerting for high-volume investment flows.

Built a securities-management platform from the ground up.

• Built the source-of-truth platform for adding and removing securities and ticker symbols across enterprise systems.
• Migrated SharePoint to PostgreSQL, containerized services, and shipped CI/CD across AWS dev, QA, and production.

Designed AWS migration strategies for regulated healthcare workloads.

• Partnered with client stakeholders to design AWS migration strategies for enterprise healthcare workloads, enabling secure and scalable adoption of managed services for regulated health data.

Built resilient banking and insurance systems for a regulated financial exchange.

• Built and supported banking and insurance applications for a Texas Department of Insurance-regulated financial exchange, owning critical production incidents and 24x7 batch processing.
• Automated incident handling and alerting with Python and Shell, feeding an Angular monitoring dashboard; built reconciliation jobs to maintain data accuracy across enterprise member-data utilities.
• Led offshore teams in Manila and Chennai and achieved the lowest incident 'pain minutes' metric in the organization; delivered across COBOL, PL/I, JCL, Java, Python, and Datastage, including IMS to UDB migration pipelines.