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Nayan Dheke

AWS SAA-Certified Cloud Professional | AI/ML

AWS SAA-certified cloud professional with hands-on experience in CI/CD, Serverless architectures, Infrastructure as Code (IaC), and cloud deployment. Passionate about infrastructure automation and secure system design.

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About Me

Currently pursuing a Bachelor of Computer Applications (BCA) at VS International College (TU), specializing in cloud computing and intelligent systems. My technical foundation is built on secure system design and efficient infrastructure automation.

I am dedicated to bridging the gap between networking, DevOps practices, and modern AI/ML workflows to deliver scalable and performant technical solutions.

My Info

nayandheke800@gmail.com

+977-9843234313

Kathmandu, Nepal

Core Expertise

Cloud Architecture

Designing scalable, highly available infrastructures on AWS utilizing Serverless, IaC, and Auto Scaling.

AI / ML

Working with RAG pipelines, Deep Learning models, and NLP architectures to build intelligent data-driven solutions.

DevOps & Automation

Implementing robust CI/CD pipelines, containerization, and infrastructure automation to streamline delivery.

Technical Skills

Cloud & DevOps

AWS (EC2, S3, Lambda)
VPC, IAM, RDS
CI/CD, Docker, Git

AI & Data Science

Python & Pandas
TensorFlow & CNN
NLP & RAG

Development & APIs

Node.js & Express
SQL, MongoDB
REST APIs, PHP

Featured Projects

Serverless Image Compression

Event-driven AWS Lambda + S3 pipeline automating image compression upon upload.

AWS Lambda • S3 • Python

Static Website Hosting

Highly available hosting on S3 with CloudFront and GitHub Actions CI/CD.

S3 • CloudFront • CI/CD

Full-Stack MERN Apps

Scalable 3-tier eCommerce and News Portal apps with RESTful APIs.

React • Node.js • MongoDB

AI Plant Disease

A deep learning system that identifies plant diseases with 96% accuracy using CNNs.

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RAG PDF System

Intelligent Q&A application powered by Gemini API and LangChain for document analysis.

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Spam Classifier

NLP-based message classification tool built for high-accuracy SMS spam detection.

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Certifications & Training

Solutions Architect Associate

Amazon Web Services

Dec 2025 | SAA-C03

MERN Stack Web Development

Broadway Infosys

Full stack development specialization

Bachelor of Computer Applications (BCA)

VS International College (TU), Kathmandu

Expected Graduation: 2026 | Current Semester: 8th

Let's Connect

Email Me

I'm open to discussing new projects or opportunities.

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