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dishapure/README.md



 

☁️ Hey, I'm Disha.

I'm a Cybersecurity student, AWS builder, cloud security enthusiast and technical community leader based in Pune.

I like working where cloud infrastructure, security and AI meet — especially when an idea can move beyond a notebook and become something that actually runs on the cloud.

My current playground is heavily AWS-focused:

Amazon Bedrock • AgentCore • Strands Agents • IAM • Lambda • S3 • ECR • CloudWatch • Knowledge Bases • RAG

I'm particularly interested in building secure, intelligent and cloud-native systems — from AI agents and security automation to runtime threat detection and cloud architecture.

Outside the terminal, I work on the community side of technology too. I'm an AWS Student Builder Group Leader at SSPU, a Google Student Ambassador, and a technical speaker/event anchor, helping students get from “I want to learn AWS” to “I actually built something on AWS.”

☁️ Learn the cloud. Build on it. Secure it. Share it.


🚀 What I'm Building

🤖 AI Agents on AWS

Currently exploring the world of production-oriented AI agents through Amazon Bedrock and AgentCore.

Amazon Bedrock
      │
      ├── Foundation Models
      │
      ├── Knowledge Bases / RAG
      │
      └── AI Applications
              │
              ▼
        Bedrock AgentCore
              │
       ┌──────┼──────┐
       ▼      ▼      ▼
    Memory  Gateway  Runtime
       │      │      │
       └──────┼──────┘
              ▼
       Strands Agents
              │
              ▼
       Intelligent Systems

Currently working with:

  • 🤖 Amazon Bedrock
  • 🧠 Bedrock AgentCore
  • 🧩 Strands Agents
  • 📚 Knowledge Bases & RAG
  • 🧠 Agent Memory
  • 🌐 Agent tools & web interaction
  • ☁️ Cloud-native AI deployment

☁️ My AWS Stack

🧠 AI & Agents



☁️ AWS Cloud



🔐 AWS Security



🗄️ Data & Application Services


🛡️ Cloud Security × Cybersecurity

My cybersecurity interests are increasingly moving toward cloud-native security.

Areas I'm working around

Cloud Security
      │
      ├── Identity & Access Management
      ├── Zero Trust
      ├── DevSecOps
      ├── Security Automation
      ├── Runtime Security
      ├── Threat Detection
      ├── Cryptography
      └── AI Security

Tech I'm exploring:


🔬 Featured Projects

🤖 Customer Support AI Agent

AWS Bedrock • AgentCore • Strands • RAG

A cloud-native customer support agent built while working through the AWS AI/ML Scholars Agent Engineer journey.

The system brings together multiple capabilities including:

  • 🧠 Agent memory
  • 📚 Knowledge Base retrieval
  • 🌐 Web/browser interaction
  • 📦 Order tracking
  • 💳 Loyalty & rewards
  • 💰 Refund workflows
  • 🔄 Multi-capability orchestration

Stack


🔐 AegisVault

Post-Quantum Secure Storage

A security-focused storage architecture exploring how modern cryptography and distributed storage techniques can be combined for future-resistant systems.

  • AES-256-GCM
  • ML-KEM / Kyber
  • Reed-Solomon (4+2) sharding
  • FastAPI
  • PostgreSQL
  • Docker

🛡️ eBPF Mobile EDR

Android • eBPF • Runtime Security

Research project exploring kernel-level telemetry and runtime malware detection on Android.

Focus areas:

eBPF · Runtime Monitoring · Behavioral Analysis · Malware Detection


🏆 AWS & Cloud Journey



I'm especially interested in the AWS cloud security → architecture → AI engineering path.


🎤 Community & Leadership

☁️ AWS Student Builder Group Leader — SSPU

Leading the AWS Student Builder community at SSPU and working on:

  • AWS workshops
  • Cloud learning sessions
  • Hands-on projects
  • Student community building
  • Cloud security initiatives
  • Technical events

🎓 Google Student Ambassador — 2026

Working with the student technology community around Google technologies and developer learning.

🎙️ Technical Speaker & Event Anchor

Cloud Native Day Pune 2026 — Main Anchoring Lead

I genuinely enjoy the part of technology that happens outside the IDE too — speaking, organizing, collaborating, mentoring and bringing technical communities together.


🧰 Beyond AWS

Languages

Development

DevOps


📜 Certifications


⚡ Currently Exploring

☁️ AWS

Amazon Bedrock AgentCore IAM Lambda ECR S3 CloudWatch

🤖 AI

AI Agents RAG Knowledge Bases Strands Generative AI

🛡️ Security

Cloud Security DevSecOps Zero Trust eBPF IAM Runtime Security


📊 GitHub


☁️ BUILD ON AWS

🛡️ SECURE BY DESIGN

🤖 INTELLIGENT BY DEFAULT


Cloud × Security × AI × Community

Pinned Loading

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