Engineering outcomes with clarity and intent

Building LLM-driven shift-left security tooling for enterprise developer workflows, combining IDE-first UX with cloud-native services.

• Architected an end-to-end VS Code extension for secure coding workflows.
• Integrated multiple scanners into a unified scanning framework.
• Built LLM quick-fix suggestions for secure remediation.
• Implemented real-time scan updates with Redis queues and WebSockets.
• Integrated Semgrep, Mend, and Detect Secrets into a single pipeline.
• Deployed containerized services on IBM Cloud with JWT authentication.
• Built LLM-assisted remediation using Llama and Granite models.

Led enterprise dashboards and automation initiatives, owning delivery from system architecture to release and operational readiness.

• Delivered microservices architecture improving scalability by 30%.
• Reduced load time by 50% and downtime by 25% through automation.
• Resolved 400+ PRs and led a team of 5+ engineers.
• Shipped data-driven dashboards for real-time decision making.
• Implemented Redux middleware and state patterns for workflow automation.
• Optimized serverless compute with AWS Lambda for cost and performance.
• Conducted security testing and workflow automation to reduce manual workload by 40%.

ML and cybersecurity research with production-ready delivery across multiple client projects and stakeholder teams.

• Delivered 10+ ML and cybersecurity projects for external clients.
• Improved user engagement by 50% on ML-enabled applications.
• Enhanced predictive accuracy by 35% across ML models.
• Built cybersecurity tooling with Raspberry Pi and WiFi Pineapple.
• Accelerated ML pipelines using Logistic Regression, SVM, and XGBoost.
• Used Pandas and NumPy for advanced data analysis workflows.
• Managed full project cycles on GitHub with improved collaboration.

Supported ML research, cross-platform development, and client integrations with measurable business impact.

• Contributed to 5+ ML projects with external clients.
• Built cross-platform applications using Python, Django, and React.
• Delivered new integrations that generated 100k CAD in business.
• Supported client discovery and rapid prototyping for ML features.

Elected leadership role representing student interests and campus initiatives across STEM programs.

• Collaborated with student leadership on policy and engagement.
• Advocated for student needs across academic programs.
• Led initiatives for the School of Science, Engineering, and IT.

Built model-driven engagement and security features for a cybersecurity platform with cloud-native deployments.

• Shipped a model-driven suggestion bot improving interaction by 25%.
• Integrated GraphQL APIs, reducing query time by ~2 seconds.
• Improved frontend satisfaction scores from 3.5 to 4.2/5.
• Resolved 300+ PRs and hardened UI performance.
• Integrated Dialogflow for conversational security workflows.
• Deployed with AWS and Docker to improve reliability and uptime.

Delivered cross-platform banking products and internal tooling for large-scale enterprise teams.

• Built Android, iOS, web, and desktop apps with Kony Visualizer.
• Reduced build time by 70% during platform migration.
• Created report builder and log analyzer tools for internal teams.
• Certified in Kony Visualizer (VoltMX) for mobile and web delivery.
• Integrated React UI with Django/MySQL services for internal tools.
• Delivered digital banking workflows with custom API integrations.

Supported mobile and web product development with UI, backend, and integration workstreams.

• Resolved 50+ technical issues across mobile and web platforms.
• Contributed to UI component libraries for the Visualizer product.
• Supported cross-platform UI optimization and testing.

Represented Dell on campus and supported community outreach.

• Organized student tech events and brand outreach initiatives.