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Assessing your cultural and operational fit
ai-powered-cloud-incident-intelligence
June 14, 2026 – Present
AI-powered cloud incident intelligence platform on AWS featuring self-healing ECS infrastructure, automated incident analysis, and daily intelligence reporting.
View Projectself-healing-cloud-infra-aws
April 6, 2026 – Present
This project demonstrates a self-healing cloud architecture built entirely using AWS-native services. It detects unhealthy components, replaces them automatically, and scales based on demand, all without manual intervention.
View Projectaws-serverless-expense-tracker
March 29, 2026 – Present
A fully serverless expense management application built using AWS Lambda, API Gateway, and DynamoDB with a responsive frontend.
View Projectaws-study-platform
March 4, 2026 – Present
AWS Study Platform is a web-based learning and assessment environment designed to help users prepare for AWS certifications through structured study material, practice quizzes, and interactive learning modules. The platform provides an organized interface for exploring AWS services and tracking learning progress.
View Projectpolly-text-to-speech-pipeline
February 4, 2026 – Present
A fully serverless, event-driven AWS application that automatically converts text files into high-quality MP3 audio using Amazon Polly, triggered by S3 uploads and powered by AWS Lambda with secure IAM-based access control.
View Projectaws-ai-serverless-image-editing-app
January 12, 2026 – Present
Designed and implemented a serverless AI image editing application on AWS using Amazon Bedrock and fully managed cloud services.
View Projectaws-event-driven-etl-pipeline
January 7, 2026 – Present
This repository contains the implementation and documentation of an automated, event-driven ETL (Extract, Transform, Load) pipeline built using AWS managed services.
View Projectaws-database-architectures
December 25, 2025 – Present
Practical architectures and design patterns for AWS managed databases, aligned with real-world use cases and AWS best practices.
View ProjectKnandwani07
November 28, 2025 – Present
A personal GitHub profile repository, a home base showcasing projects, notes, and your AWS/cloud-dev journey.
View Projectserverless-data-analytics-workflow
May 29, 2025 – May 29, 2025
A serverless AWS workflow that ingests third-party datasets, stores them in S3, and analyzes them using Athena, no infrastructure to manage.
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards AWS cloud infrastructure and backend/serverless development. While this demonstrates strong technical capabilities in a specific domain, the target role is 'Frontend Developer'. There is a significant mismatch between the candidate's demonstrated project experience and the frontend focus of the target role. The projects show breadth in AWS services but lack depth in modern frontend frameworks, UI/UX design, or client-side performance optimization, which are crucial for a frontend role. This indicates a potential cultural misalignment with a team focused purely on frontend development.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a proactive and self-directed individual, capable of conceptualizing and implementing complex cloud solutions. The focus on 'self-healing' and 'automated' systems indicates an inclination towards robust and efficient operational practices. However, without psychometric test results or interview data, specific soft skills like teamwork, stress handling, or communication clarity cannot be definitively assessed.