Projects

An AI-powered incident intelligence system that enables Site Reliability Engineers to query production infrastructure using natural language and receive context-aware, actionable insights by reasoning over live observability data.

• Natural Language Queries: Ask questions about your infrastructure in plain English
• Multi-Source Correlation: Automatically correlates metrics, logs, and deployment events
• AI-Powered Reasoning: Uses AWS Bedrock (Latest Claude Models: Sonnet 3.5, Opus) for intelligent analysis
• Real-Time Streaming: See responses as they're generated
• Evidence Visualization: View charts, logs, and timelines supporting AI conclusions
• Anomaly Detection: Automatically identifies unusual patterns in metrics

A platform for creating tailored resumes for each job application using AI. Review generated improvements, export professional PDFs, and generate matching cover letters.

• Upload master resume (PDF or DOCX)
• Paste job description you're targeting
• Review AI-generated improvements and tailored content
• Cover Letter & Email generator for the job application
• Customize the layout and sections to fit your style
• Export as a professional PDF with your preferred template

A private, DevOps-oriented internal auditing system developed to analyze and optimize large-scale cloud infrastructure costs. Implementing this tool resulted in a consistent 10%+ reduction in monthly cloud spend.

• Automated Cost Analysis: Identifies over-provisioned resources across multi-account environments
• Resource Rightsizing: Provides actionable recommendations based on historical usage patterns
• Abandoned Asset Identification: Detects and flags orphaned snapshots, volumes, and idle instances
• NDA Protected: Developed for institutional infrastructure with strict compliance requirements

Strategic leadership for the AWS Partner Network (APN) program, focusing on tier advancement and technical competency alignment. Providing end-to-end consultancy for AWS-native solution providers.

• APN Program Management: Handling complex partnership requirements and compliance
• Tier Advancement: Successfully navigating milestones for higher-tier partner status
• Architectural Strategy: High-level technical consultancy for AWS-based SaaS products
• Co-Selling & GTM: Driving business growth through AWS marketplace and partnership channels

A real-time chat application with AI-assisted replies powered by Amazon Bedrock. Supports multiple rooms, message threading, and streaming token responses.

A CLI tool that compares live AWS infrastructure state against Terraform definitions and reports configuration drift.

A personal reading tracker built as a static Astro site. Stores book data in TypeScript files and renders star ratings.