Architecture Projects in KolkataArchitecture Projects in KolkataKinoRyt (https://kinosocialdev.wixsite.com/kinoryt-beta) is an AI-powered screenplay analysis platform specifically designed for writers and filmmakers, with a unique focus on the nuances of Indian cinema. It aims to help creators move beyond basic grammar checks to refine their scripts for production.
Key Features
Cultural Intelligence: Unlike generic AI, it is trained to understand the specific storytelling styles, poetic nuances, and cultural contexts of Bollywood, Tollywood, and regional Indian cinema.
Language Support: Currently supports screenplays in English, Hindi, and Bengali, with more regional languages in development.
Interactive Collaboration: Offers a "Chat with your Script" feature, allowing writers to interact with their screenplay in real-time to identify plot holes or clarify character intentions.
Deep Analysis: Evaluates core narrative elements including character arcs, thematic depth, emotional resonance, and dialogue.
Intellectual Property Protection: The platform emphasizes that screenplays remain the sole intellectual property of the creator and are used strictly for analysis.
Who is it for?
The platform is tailored for a wide range of storytellers, from emerging indie filmmakers working on short films to professional screenwriters looking for industry-standard feedback. I've been exploring how AI can make security operations faster and more effective by reducing the manual effort required during incident investigations.
In this project, I built an AI-powered Security Investigation Agent using Claude API, AWS, and n8n.
The workflow automatically:
🔹Detects high-severity findings from GuardDuty, Security Hub, CloudTrail, and CloudWatch.
🔹 Correlates logs and infrastructure events to build a complete incident timeline.
🔹 Uses Claude to analyze the security context, identify likely attack patterns, and generate an investigation summary with recommended remediation steps.
🔹 Creates Jira tickets, notifies teams via Slack, and can trigger approved automation workflows while keeping production changes under human approval.
The goal wasn't to replace security engineers—it was to eliminate repetitive investigation work so teams can focus on making decisions faster.
Projects like this are where I see AI creating the most value: augmenting DevOps and Security teams with practical, production-ready automation.
I'd love to hear how others are using AI agents in cloud operations or security engineering. MeVault: Your Family's Professional ID Fortress
MeVault (https://mevault.me/) is a secure, private document management ecosystem designed to eliminate the risks of sharing sensitive IDs over unsecure channels like WhatsApp. Built with a "Security First" philosophy, it allows you to organize, store, and access critical documents for your entire family while maintaining absolute sovereignty over your data.
Core Features
AI-Powered Organization: Automatically identifies and classifies documents like Aadhaar, PAN cards, and Passports.
Advanced Mobile Scanner: Features an edge-detecting camera that converts physical documents into 4K encrypted PDFs.
WhatsApp Sync Bot: Instead of leaving trails in chat histories, you can forward documents to the MeVault Bot (https://mevault.me/), which instantly syncs them to your private vault.
Family Personas: Create dedicated spaces for different family members (Self, Spouse, Parents, Kids) to keep everyone’s records organized in one place.
Proactive Alerts: Stay ahead of deadlines with notifications for license renewals and PUC expirations. 
