About
I'm Ayush, a 2026 Computer Science graduate passionate about building scalable software solutions at the intersection of cloud architecture and cybersecurity. As a fresher eager to launch my career, I've developed a strong foundation in full-stack development, AWS cloud services, and applied security research through hands-on projects and academic work.
My technical journey spans end-to-end application development — from offline-first desktop systems and real-time e-commerce platforms to serverless AWS architectures. I've gained practical experience with React, TypeScript, Node.js, and PostgreSQL while building production-ready applications. Beyond development, I've conducted research in AI-driven network security, presenting my work on AGESIFY at IC3SE 2025, which integrates deep learning with AWS WAF for automated intrusion detection.
I'm actively seeking opportunities to contribute my skills in software engineering, cloud infrastructure, or cybersecurity roles. I bring a combination of technical expertise, research experience, and a strong willingness to learn and grow in a professional environment. I'm particularly interested in positions where I can work on distributed systems, cloud-native applications, or security-focused software development.
Experience
- May 2026 – PresentDesktop & Web Software
Building and maintaining business software including an offline-first POS/ERP system and an e-commerce platform.
- React
- TypeScript
- Node.js
- Electron
- PostgreSQL
- SQLite
- Jul 2024 – Jan 2026Academic Research & Cloud Security
Led research and development of a hybrid deep-learning network intrusion detection system and adaptive AWS-based defense architecture.
- TensorFlow
- Transformer
- BiLSTM
- AWS WAF
- GuardDuty
Projects
- 01E-Commerce Platform
Production commerce platform with inventory management, secure admin authentication and PostgreSQL-backed APIs.
- React
- Node.js
- PostgreSQL
- JWT
- 02Offline-First POS & Accounting System
Desktop retail software designed for uninterrupted billing with local SQLite queuing and cloud synchronization.
- Electron
- React
- TypeScript
- SQLite
- PostgreSQL
- Node.js
- 03AI-Powered Network Defense
Hybrid Transformer + BiLSTM + CNN intrusion detection integrated with AWS security services.
- TensorFlow
- Transformer
- BiLSTM
- CNN
- AWS WAF
- GuardDuty
- 04Cloud-Native E-Learning Platform
Full-stack AWS e-learning platform using serverless services, real-time communication and conversational AI.
- AWS Chime SDK
- Lambda
- DynamoDB
- Lex
- S3 / KMS
- TypeScript
Research
AI-Driven Network Intrusion Detection & Adaptive Cloud Defense
Hybrid deep learning intrusion detection fusing Transformer, BiLSTM, and CNN architectures directly with AWS WAF for automated cloud mitigation.
Skills
Certifications
Research Paper Presentation
Sole Student Delegate
Contact
Let’s build something impactful together.
Whether you have an open Software Engineering or Cloud/Security role, want to collaborate on distributed systems, or simply want to chat about AI-driven defense, my inbox is always open.
Send a Direct Message
Opens formatted draft in your email client with 1 click