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Lead Software Engineer & AI Systems Architect

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Lead Software Engineer and AI systems architect with 7+ years delivering production AI systems and cloud-native platforms that serve enterprise-scale business needs. Specialized in LLM-based agentic workflows, RAG pipelines, and serverless architecture, with microservices processing 600k+ daily requests.

Expert in AWS (Bedrock, Lambda, Lex, AgentCore), modern full-stack development (Python, TypeScript, React), and architecting multi-agent AI systems. Delivered 80% reductions in agent handle time through LLM-driven automation. Experienced in driving technical roadmaps, cross-functional collaboration, and growing high-performing engineering teams.

Location Montreal, Canada
Education M.Sc. Computer Science, Concordia University (2018–2020)
Certification AWS Solutions Architect – Associate (2022)

Lead Software Engineer

Nov 2021 – Present

SunLife Financial

  • Architected an AI-powered call routing system using LangGraph + LLM, cutting contact center agent handle time by 80% and processing retirement plan inquiries through intelligent authentication workflows.
  • Designed and productionized an MCP integration enabling dynamic tool orchestration across multi-agent systems, with a custom middleware layer enforcing 3-tier authentication (identity, single-factor, multi-factor) for enterprise-grade security.
  • Spearheading on-premises to cloud migration onto Amazon Bedrock AgentCore, deploying agents via AgentCore Gateway and Runtime to achieve fully managed, scalable agentic infrastructure with centralized observability.
  • Led migration from legacy systems to serverless architecture processing 600k+ daily requests, achieving 99.99% availability with 30% lower latency.
  • Built and deployed an agentic workflow on Amazon Bedrock with DynamoDB-backed state persistence, routing 15+ retirement plan categories through context-aware conversation flows.
  • Optimized AWS End User Messaging (SNS) and multi-Lambda orchestration via Amazon Connect (Lex, ANI lookup, OTP verification), reducing authentication resolution time by 65%.
  • Led and mentored a team of 5+ engineers on LLM-based system design, agentic architecture patterns, and serverless best practices — owning the technical roadmap and presenting quarterly AI strategy to senior leadership.

Full Stack Engineer

Jan 2021 – Nov 2021

Tecsys Inc.

  • Led a full monolith-to-microservices re-architecture using event-driven architecture (Kafka + SQS), scaling the system to handle 50x concurrent requests and increasing throughput by 85%.
  • Led front-end modernization using Storybook and atomic design, building a reusable component library adopted across 3+ product teams and boosting development velocity by 25%.
  • Engineered an end-to-end customs compliance microservice using AWS SAM, Lambda, SQS, and S3 with SFTP integration, eliminating a third-party vendor dependency and delivering $900K in validated annual cost savings.
  • Established an org-wide testing strategy using TDD (Jest) and k6 load testing, achieving zero P0 incidents during peak traffic windows and reducing post-release defect rate across the engineering team.
  • Hardened integration security by implementing OAuth 2.0 across 10+ carrier integrations, managing token lifecycle (issuance, refresh, revocation) across distributed microservices.

Full Stack Engineer

Jan 2020 – Jan 2021

BIDGALA (concurrent with Master of Computer Science, 2018–2020)

  • Architected and shipped a full-stack e-commerce social platform using Python (Django) and React, with RESTful APIs deployed on AWS (EC2, RDS, S3), supporting early-stage product growth.
  • Defined technical architecture and mentored 3 junior developers, establishing code review standards and Git workflows that reduced integration conflicts by 40%.

Software Developer

Jan 2017 – Aug 2018

Unisys Pvt. Ltd.

  • Developed enterprise Java applications for Fortune 500 clients in cross-functional Agile squads, contributing across the full SDLC from requirements to deployment and establishing coding standards adopted team-wide.

Languages

Python TypeScript JavaScript Java Golang SQL (Postgres) Ruby on Rails

AI / ML

LangGraph LangChain Amazon Bedrock AgentCore RAG Pipelines Vector Databases (pgvector, Pinecone) Model Context Protocol (MCP) Prompt Engineering AI Observability

Frameworks

React Next.js Vue Node.js Express Django Kafka GraphQL Tailwind

Cloud & DevOps

AWS (Lambda, Bedrock, Lex, DynamoDB, S3, SNS, SQS) Docker Kubernetes Terraform Jenkins CI/CD GitOps OpenShift

Architecture

Microservices Serverless Event-Driven Multi-Agent Systems Agentic Workflows System Design

Testing

Jest k6 TDD Test Automation

Master of Computer Science

Concordia University, Montreal, Canada · 2018 – 2020

Bachelor of Computer Science

Chandigarh Engineering College, Chandigarh, India · 2013 – 2017

AWS Solutions Architect – Associate

Amazon Web Services · 2022

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