Projects using TypeScript in DadriProjects using TypeScript in DadriThat makes total sense. A lot of portfolio platforms like Contra don't support LaTeX rendering, so those equations just end up looking like broken code.
Here is the revised version with the math translated into clean, readable plain text so it formats perfectly on the site.
AuraOps: The Autonomous Unified Release Authority 🚀🧠
Moving AI from "Assisting Developers" to "Making Production Decisions"
Modern CI/CD pipelines are reactive. They lint, test, and warn—but the final decision still depends on a human. As DevOps complexity grows with security risks, compliance requirements, and sustainability concerns, developers are overwhelmed.
We asked a simple question: What if the pipeline itself could decide whether code is safe to ship? That idea led to AuraOps—a multi-agent AI system integrated directly into GitLab Merge Requests that doesn’t just analyze code, but actively fixes it, verifies it, and makes the final release decision.
💡 How It Works: The Autonomous Pipeline
AuraOps intercepts GitLab webhooks when a Merge Request is opened, extracts the code diff, and triggers a 3-phase autonomous pipeline powered by specialized AI agents.
The Execution Flow:
Phase 1 (Parallel): Security & Sustainability Analysis
Phase 2 (Sequential): Validation & Risk Decision
Phase 3 (Parallel): Compliance Checks & Deployment
🤖 The Multi-Agent AI System
AuraOps orchestrates several distinct agents to handle the entire lifecycle:
SecurityAgent: Detects vulnerabilities (SQLi, XSS, secrets), auto-remediates them by writing and committing patches, and re-validates its own fixes.
GreenOpsAgent: Optimizes infrastructure using real-time carbon data and suggests lower-emission deployment regions.
ValidationAgent: Runs the GitLab CI/CD pipeline to ensure AI-generated fixes didn’t break functionality, with graceful fallbacks if CI is down.
ComplianceAgent: Audits code and deployment against SOC2, GDPR, and HIPAA requirements.
DeployAgent: Builds and deploys the application to Google Cloud Run, selecting the greenest, most optimal region.
RiskEngine (The Brain): The decision-making core that aggregates all signals into a single release scorecard and outputs a definitive APPROVE or BLOCK.
🧮 The RiskEngine Decision Model
To confidently block or approve a release without human input, we engineered a weighted decision model to generate a final confidence score.
The core confidence score combines three key weighted metrics:
Security Score * Eco (Sustainability) Score * Validation Result The final AI decision function evaluates this combined score against a strict threshold. For example, if the total confidence score is 75% or higher, the release is securely shipped and marked as APPROVE. If it falls below that mark, the system automatically outputs a BLOCK decision to prevent risky deployments.
🧗♂️ Engineering Challenges
Reliable Auto-Remediation: Detecting issues is easy; safely fixing them is not. We implemented multi-pass revalidation (up to 3 cycles) and auto-commits directly to GitLab.
Failure Resilience: Real-world systems fail. We built AuraOps with graceful degradation—handling CI failures by safely skipping them, retrying API rate limits with exponential backoff, and bypassing missing configs without crashing.
Sustainability as a Metric: Mapping cloud infrastructure to real-time carbon intensity APIs to quantify exact CO₂ savings.
🚀 The Final Output: The Release Scorecard
Instead of overwhelming the developer with logs, AuraOps outputs a clean, aggregated scorecard directly in the MR containing:
Security score & vulnerabilities auto-fixed
Sustainability index & CO₂ emissions avoided
Time saved via automation
Final AI Decision + Confidence Percentage
💻 Built With
AI Models: Gemini 2.5 Flash | Gemini 3.5 Pro | Claude 3.5 Sonnet
Backend & Orchestration: Python | FastAPI | Uvicorn | Node.js | TypeScript
Frontend & 3D Vis: React | Three.js (React Three Fiber) | CSS
DevOps & Cloud: Docker | GitLab API & Webhooks | GitLab CI | Google Cloud Build | Google Cloud Run
Try AuraOps : https://auraops-735853806237.europe-north1.run.app/dashboard
The Problem -
Despite growing awareness of climate change, there is a significant disconnect between awareness and action among students. Traditional environmental education is often seen as: Academic & Passive , Overwhelming, Unrewarded
The Solution -
We have built a platform that transforms environmental protection into an interactive adventure. By gamifying sustainability, we provide:
A Sense of Identity: Students become "Yoddhas" (Warriors) with their own digital avatars.
Incentivized Action: Real-world tasks (like waste segregation) earn digital rewards and "Prakriti Points."
Community & Competition: School-based Eco-Clubs and national leaderboards foster a sense of collective purpose and healthy competition.
How It Works -
The platform follows a simple but powerful "Path of a Yoddha":
Create Your Yoddha: You start by signing up and creating a unique digital identity (Avatar) and joining your school's squadron.
Mission Control (Dashboard): Your central hub where you see your "Daily Missions," track your "Eco-Score," and view your rank on the national leaderboard.
The Core Loop (Learn, Act, Earn):
Learn: Engage with interactive mini-games and visual lessons about the environment.
Act: Take physical action in your community (e.g., segregate waste, plant a sapling, reduce plastic).
Earn: Upload proof of your action to earn Prakriti Points (PP).
Level Up: Use your points to unlock prestigious badges (Bronze, Silver, Gold) and upgrade your avatar’s gear.
Real-World Impact: Your individual score contributes to your school and community goals, helping witness tangible change like community cleanups and national reforestation efforts. Government Exam Mock Test App – Scalable Mobile Platform for Competitive Exams
I developed a complete subscription-based mobile platform for Indian government exam preparation (SSC, Banking, Railways, UPSC, etc.).
This cross-platform app helps students take realistic timed mock tests with instant results and detailed performance analytics.
Key Features Delivered:
• Full mobile app (Android + iOS) with smooth offline support
• Real-time timed mock tests with question banks
• Secure subscription system and payment integration
• Admin dashboard for managing exams, users, and content
• High-concurrency handling for thousands of simultaneous test-takers
• Detailed performance analytics and progress tracking
Built as a robust, scalable solution using modern cross-platform technologies. The platform supports multiple subscription tiers and delivers a seamless experience even during peak exam seasons.
This project showcases my ability to build production-grade mobile applications, backend systems, payment integrations, and admin panels that handle real user load.
Perfect for edtech startups and coaching institutes preparing students for competitive government exams in India. 
