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Summary
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Principal Software Engineer combining deep full-stack expertise with cutting-edge AI infrastructure and LLMOps—currently architecting scalable GenAI systems (vLLM, Kubernetes, multi-GPU) while reducing costs 25% and latency 40%. Previously spent 7 years transforming an abandoned healthcare MEAN stack into a 99.5% uptime platform serving nationwide users, implementing enterprise SSO/federated authentication (OAuth 2.0, SAML 2.0) across 5+ partners, and migrating AngularJS to Next.js. Track record of establishing DevOps best practices that reduce deployment time by 92% and incidents by 65% across distributed cloud architectures.
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Work Experience
AI-as-a-Service platform providing B2B APIs for media manipulation and custom-trained generative AI pipelines tailored to specific business needs.
Architected scalable GenAI inference infrastructure using Kubernetes/Containerization, vLLM etc. supporting multiple Diffusion and LLM models, and deployed on GCP/GKE and AWS/EKS for production. Implemented advanced techniques such as KV-cache, Distributed Inference, Multi-GPU/Node Scaling, CUDA optimization and memory/load management to reduce inference latency by 40%, and cutting operational costs by 25%. Designed and documented GPU cluster management playbooks including model versioning/rollbacks, utilization monitoring, failure recovery, and load balancing strategies. Built enterprise-grade secured API architecture using centralized gateway/aggregator for serving internal and curated third-party MCP servers/tools.
Homeweb.ca: Canada's leading digital mental health provider, delivering EFAP and CBT solutions to hundreds of thousands of employees nationwide.
Inherited and revitalized an abandoned, undocumented MEAN stack application, transforming it into a maintainable, production-ready web platform with 99.5% uptime. Rebuilt authentication system implementing OAuth 2.0 PKCE flow for SSO integration with Microsoft Identity Platform. Collaborated with federated vendors to configure and troubleshoot SAML 2.0 authentication, enabling seamless user login across 5+ partner organizations. Led complete frontend migration from AngularJS to Next.js upon framework EOL, preserving existing UI/UX and API compatibility. Established comprehensive DevOps practices including automated testing, CI/CD pipelines (reducing deployment time from 4 hours to 20 minutes), containerization, monitoring, and backup systems. Introduced development standards encompassing coding conventions, linting, code reviews, documentation, and incident management processes, reducing production incidents by 65%.
Brilliant Rewards: Complete hospitality software suite—dashboard, mobile and web apps—featuring loyalty programs, marketing automation, booking integration, and analytics.
Collaborated with stakeholders to gather requirements, create user stories, design wireframes, and develop functional prototypes. Managed sprint planning, daily standups, backlog prioritization, and blocker resolution to ensure continuous delivery. Designed normalized database schemas, optimized SQL queries and indexing strategies, and implemented stored procedures with comprehensive test coverage. Led development of scalable microservices architecture with containerized, discoverable APIs following OpenAPI specifications. Delivered multiple client applications including AngularJS web platforms and cross-platform mobile solutions.
RM Integris: School MIS system featuring student management, grade tracking, attendance monitoring, parent portals, and performance analytics.
Implemented OpenAPI/Swagger bridging layer to modernize legacy SOAP APIs for RESTful client consumption. Prototyped AngularJS interface to decouple presentation layer from legacy Struts JSP architecture. Maintained load-balanced Linux VM clusters hosting distributed web, application, and database tiers. Mentored interns and onboarded new team members through technical guidance and knowledge transfer.
Posibolt: Adaptable cloud ERP solution serving key retail businesses across global industry segments.
Created UI mockups based on SRS specifications and converted approved designs into responsive HTML/CSS templates. Developed integration test cases and implemented browser automation using Selenium WebDriver. Authored user documentation including help articles, user guides, FAQs, and product website content.
AI/ML Stack
Cloud Services
Authentication & Security
DevOps & CI/CD
Backend & APIs
Programming / Scripting
Databases
Protocols
Web & Mobile UI
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