About
Highly motivated Associate Software Engineer specializing in AWS cloud infrastructure and AI agent development, with a proven track record of designing and implementing robust backend systems. Expertly translates complex technical challenges into elegant, scalable solutions, demonstrating strong collaborative problem-solving and a commitment to optimizing performance and reducing operational costs.
Work
Indira Nagar, Bangalore, India
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Summary
As an Associate Software Engineer, I design and implement robust backend systems and AI agent solutions on AWS, significantly optimizing performance, reducing operational costs, and enhancing data visibility for multi-tenant cloud operations.
Highlights
Migrated the Strands AI agent from API Gateway/Lambda to Application Load Balancer/ECS Fargate, resolving persistent WebSocket disconnections and timeout limitations during chat interactions to enhance system stability and user experience.
Engineered and implemented a Numpy-based similarity search solution, replacing costly OpenSearch Serverless and achieving monthly cost savings of approximately $350 while maintaining high retrieval accuracy and reliability.
Developed the CloudOps MCP server with FastMCP and Uvicorn, integrating 21+ tools to enable AI agents to access multi-tenant cloud data (cost metrics, health events, optimization recommendations, WAFR assessments) for enhanced automated cloud operations.
Constructed a robust RESTful API using FastAPI for efficient thread and message management, incorporating CRUD operations, RBAC authorization, and DocumentDB for secure and scalable data handling.
Designed and implemented an automated reporting pipeline for MSP credit utilization across multiple tenants, reducing manual reporting overhead by 95% and improving operational visibility through single-click dashboard generation.
Languages
English
Certificates
Skills
Cloud Architecture
AWS Lambda, ECS Fargate, Application Load Balancer, API Gateway, DynamoDB, RDS, DocumentDB, S3, CloudWatch, Cognito, Bedrock, OpenSearch, Serverless.
AI & Automation
Agentic AI Workflows, FastMCP, RAG Systems, Vector Databases, Root Cause Analysis (AI), AI Agents.
Backend Development
Python, FastAPI, SQLAlchemy, Pydantic, Pymongo, Docker, Strands, MongoDB.
Web Development
React, HTML, CSS.
Database Management
DB Migration Scripts, Google Sheets API.
Tools & Methodologies
Uvicorn, JIRA, PagerDuty, Excel, JSON, CSV, Git.