Resume

Engineering leader with 7+ years building products at the intersection of machine learning, data engineering and full stack. Currently at Royal Bank Of Canada, redefinig HR workspace building open-source LLM AI powered full stack application and data pipelines. Dalhousie MS, Anna university alum, previously SDE-2 @ Comcast India Engineering Center.

Experience

Royal Bank Of Canada - Senior Full stack Engineer

- Present

  • Delivered Agentic AI innovations by rapidly prototyping new product ideas, redefining HR workspace in the GenAI era.
  • Created internal RAG orchestration framework for personal AI assistants using gpt-4o-mini LLM and React for UI.
  • Prototyped pretrained ML models (similar to Google translate) for document translation using Azure AI services.
  • Implemented testing framework (LLM as a judge) integrated with CI/CD pipeline, reduced post-release defects by 40%.
  • Mentored 3 interns, leading them to successfully complete a LangGraph Agentic AI project till deployment.

Ayogo Healthcare - Software Developer Intern

-

  • Improvised SaaS platform using an AWS serverless event driven distributed system with 99.9% SLA.
  • Led performance optimization efforts, reducing API load times by 42% by batching and parallelizing.
  • Re-architected inference APIs on AWS Lambda, scaling from 1,000 to 1M+ users per day and cutting job time from 30+ seconds to 7 seconds.
  • Led privacy, security, and compliance reviews, resolving concerns to build enterprise-ready features.

Comcast - Software Development Engineer 2

-

  • Led team of 3 developers to build UI for Xfinity mobile with projected 1 million monthly active users.
  • Architected full re-write of Xm360 frontend using Angular MFE (micro-frontend) to enable faster loading performance.
  • Contributed to AI-driven forecasting and employee-attrition models improving data driven insights by 90%.
  • Implemented centralized logging and real-time monitoring with ELK stack and reduced debugging time by 50%.

Sanmina - Full Stack Developer

-

  • Created scalable microservice-enabled offering, using Angular and Node, orchestrated by Kubernetes on GCP.
  • Designed and authored closed-source SSO enabled LDAP verification for authentication and authorization.
  • Created machine learning models to rubricate support tickets with <9% error rate.
  • Automated workflows using Camunda BPMN to improve user engagement by 70% streamlining business processes.

Education

Skills

Languages

JavascriptPythonTypeScriptSQLJava

ML Engineering

AI AgentsLLM APIsLLM EvaluationPandasPythonObservabilityPrompt EngineeringPyTorchRAGVector Databases

Web Development

Angular 18JavascriptNode.jsTypeScriptFastAPINest.jsReact.js

Databases

PostgreSQLSQLVector DatabasesRedis

Data Engineering

Azure ADSL 2HadoopPandasPySpark

Infrastructure

AWSDockerGCPObservabilityKubernetes

Selected Courses

References available upon request. Get in touch →