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AYUSH SHARMA —Cloud & Cybersecurity Engineerbuilding intelligent, secure software.

From AI-driven intrusion detection and adaptive AWS firewalls to production softwareand cloud-native platforms, I turn complex problems into working systems.

View Projects —Read About Me

Ayush Sharma — Cloud & Cybersecurity Engineer

01 / ABOUT ME

SYS.ID // AYUSH.DEV|SWE / CLOUD / SEC|STATUS: ACTIVE

THE ENGINEER BEHIND THE SYSTEMS

ENGINEERING
SYSTEMS
THAT SHIP.

Computer Science graduate building software across full-stack engineering, cloud infrastructure, and cybersecurity — from production web platforms and offline-first systems to serverless applications and AI-assisted security research.

I focus on building reliable systems that are practical to ship, scalable to operate, and secure by design.

FULL-STACK ENGINEERING

AWS CLOUD

CYBERSECURITY + AI

02+

Production Systems

Core Domains

IC3SE Publication

ENGINEERING SYSTEM // AYUSH

SYSTEM.TYPE // SWE|AVAILABLE

++++

AYUSHENGINEERING PROFILE

01 // SOFTWARE

Full-Stack Systems

02 // CLOUD

AWS Infrastructure

03 // SECURITY

Defensive Engineering

04 // AI / ML

Applied Research

STACK // WEB • CLOUD • SECURITYSTACK // FULL-STACK • CLOUDFOCUS // BUILD • DEPLOY • SECURE

EDUCATION

B.Tech Computer Science Engineering

Bennett University · 2022–2026

CURRENTLY

Available

Gurugram, India

Available for opportunities

CERTIFICATION

AWS Certified Cloud Practitioner

Valid through May 2027

ARCHITECTURE // 3 PILLARS ↓

CORE PILLARSWHAT I BUILD

Click to Center

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Full-Stack Systems

INTEGRITY PILLAR

ReactTypeScriptNode.jsElectronPostgreSQL

Shipped offline-first POS & ERP with double-entry accounting engine + live e-commerce platform.

Cloud & Infrastructure

NEXUS PILLAR

AWS LambdaS3DynamoDBCloudWatchWAF

Serverless architectures, real-time logging pipelines, and automated cloud threat mitigation.

Click to Center

Applied AI & Security

SECURITY PILLAR

TensorFlowIDS/IPSDeep LearningPenetration Testing

Built AGESIFY adaptive cloud firewall; 97.1% intrusion detection accuracy; published IC3SE 2025 researcher.

02 / EXPERIENCE

02 / EXPERIENCE & APPLIED WORK·ENGINEERING ROUTE MAP

THE WORK THAT SHIPPED.

A journey through applied AI research, published cloud defense, and production software.

BOARD THE JOURNEY

01 // RESEARCH STOP

JUL 2024 — JAN 2026

Research Lead — AI & Defense

Bennett University

Advisors: Wg Cdr (Dr.) Ajay Kumar · Dr. Pradeep Kumar Arya

DETECTION ACCURACY97.1%

NIDS · DEEP LEARNING

TensorFlowKerasTransformerBiLSTMCNN

AGESIFY · CLOUD FIREWALL

AWS WAFGuardDutyCloudWatchAWS Lambda

NIDS→AI DETECT→AWS WAF→DEFENSE

BENNETT UNIVERSITYEXPLORE RESEARCH →

02 // PUBLISHED PAPER

IC3SE 2025

Presented & Published Paper

Amity University International Conference

ADAPTIVE CLOUD DEFENSE

NIDSDeep LearningEdge WAFMitigation

CONFERENCE PUBLICATIONEXPLORE RESEARCH →

03 // PRODUCTION STOP

MAY 2026 — PRESENT

Freelance Software Developer

GPI Industries Pvt Ltd · Desktop & Web

OFFLINE POS / ERP

ElectronReactTypeScriptPostgreSQLSQLite

E-COMMERCE

ReactNode.jsJWTSSR / SEOREST API

ACTIVE CONTRACTEXPLORE STOP →

ROUTE // RESEARCH → PUBLICATION → PRODUCTION|TRAIN // AYUSH-02|STATUS // NOMINAL

03 / RESEARCH SPOTLIGHT

02 / EXPERIENCE

THE WORK
THAT SHIPPED.

A journey through applied AI research, published cloud defense, and production software.

BOARD THE JOURNEY

VERTICAL ROUTE // SOUTHBOUND

STATIONS: 03

01 // RESEARCH STOP

JUL 2024 — JAN 2026

Research Lead — AI & Defense

Bennett University

Advisors: Wg Cdr (Dr.) Ajay Kumar · Dr. Pradeep Kumar Arya

DETECTION ACCURACY97.1%

NIDS · DEEP LEARNING

TensorFlowKerasTransformerBiLSTMCNN

AGESIFY · CLOUD FIREWALL

AWS WAFGuardDutyCloudWatchAWS Lambda

NIDS→AI DETECT→AWS WAF→DEFENSE

BENNETT UNIVERSITYEXPLORE RESEARCH →

02 // PUBLISHED PAPER

IC3SE 2025

Presented & Published Paper

Amity University International Conference

ADAPTIVE CLOUD DEFENSE

NIDSDeep LearningEdge WAFMitigation

CONFERENCE PUBLICATIONEXPLORE RESEARCH →

03 // PRODUCTION STOP

MAY 2026 — PRESENT

Freelance Software Developer

GPI Industries Pvt Ltd · Desktop & Web

OFFLINE POS / ERP

ElectronReactTypeScriptPostgreSQLSQLite

E-COMMERCE

ReactNode.jsJWTSSR / SEOREST API

ACTIVE CONTRACTEXPLORE STOP →

03 / RESEARCH SPOTLIGHT↓

03 / RESEARCH CASE STUDY

01 — SIGNAL

Research Lead·Jul 2024 – Jan 2026

AI-DRIVEN
NETWORK
DEFENSE.

FROM DETECTION TO ADAPTIVE DEFENSE.

Advisors:Wg Cdr (Dr.) Ajay Kumar · Dr. Pradeep Kumar Arya

01 / SIGNAL

Every connection leaves a signal.

High-throughput packet streams parsed in real time. Benign traffic flows seamlessly, while anomalies form structured statistical signatures across TCP/IP headers.

• DDoS Floods• SQL Injection• Path Traversal

02 / DETECTION

THREE ARCHITECTURES.
ONE DECISION.

TRANSFORMER+BiLSTM+CNN

Self-attention resolves global context, bidirectional LSTM captures temporal recurrence, and spatial CNN layers isolate payload byte patterns.

03 / FUSION

Deep Feature Fusion Core.

Three feature vectors concatenate and project into a unified latent manifold. Decision boundaries separate clean packets from malicious vectors in sub-millisecond execution.

✓ Volumetric DDoS

✓ Payload SQLi

✓ Path Traversal

✓ Port Scan & Overflow

BENCHMARK VERIFIED

0.0%

Detection Accuracy

CICIDS2017 Benchmark Dataset Verified

04 / AGESIFY

DETECTION BECOMES DEFENSE.

AGESIFY converts intrusion classifications into live, self-optimizing perimeter firewall rules. The adaptive membrane evaluates anomalous traffic, verifies threat certainty, and enforces instant IP quarantine.

DETECT→DECIDE→BLOCK

05 / INFRASTRUCTURE

Distributed Cloud Fabric.

Native AWS orchestration linking edge WAF filtering, GuardDuty continuous threat feeds, and sub-second Lambda enforcement routines.

Mitigation Latency:12ms

Feedback Updates:Automated

06 / SUMMARY

FROM SIGNAL TO DEFENSE.

97.1%Detection Accuracy

23+Attack Types

3Models Fused

<15msMitigation Latency

Presented at IC3SE 2025, Amity University's international conference on computing and security.

Explore Research & Code

↓SCROLL TO EXPLORE CASE STUDY

04 / SELECTED PROJECTS

3 Production & Enterprise Systems/Full-Stack · Cloud · Offline

Production Software & Infrastructure

Building
Digital
Systems.

Software, cloud systems, and security tools built from architectural idea to working code. Each project below represents a distinct engineering challenge—from AWS serverless orchestration and production e-commerce to offline-first enterprise accounting ledgers.

LAT 28.4595° N · LON 77.0266° E|EXPLORE 4 INTERACTIVE SYSTEM SCENES

04 / SELECTED PROJECTS

Interactive System Deck

01PROJECT 01 // AI & CLOUD SECURITY

Presented at IC3SE 2025 · Amity University

AGESIFY Adaptive Cloud Firewall

Self-optimizing AI defense engine fusing Transformer, BiLSTM, and CNN architectures directly into AWS WAF & GuardDuty with 97.1% threat detection accuracy.

THREAT ACCURACY

97.1%

ARCHITECTURES FUSED

3 DEEP MODELS

CLOUD DEFENSE

AWS WAF NATIVE

ENGINEERING STACK

AWS WAFGuardDutyTensorFlowTransformerBiLSTMCloudWatch

Click to explore sandbox

Live Pipeline Telemetry

IC3SE 2025 Model

Select Traffic Stream Simulation:

VECTOR:SYN Flood Anomaly (Layer 4)

INGEST RATE:14,200 req/sec

AI DECISION:Transformer + CNN payload score: 0.994

AWS WAF ACTION:BLOCK_IP (AWS WAF Rate-Limit Triggered)

SYSTEM STATUS // ONLINE & PRODUCTION TESTED

CARD01/ 04

02PROJECT 02 // AWS SERVERLESS & WEBRTC

Enterprise Serverless Infrastructure

Cloud-Native E-Learning Platform

Full-stack serverless platform supporting 250 concurrent WebRTC video streams, interactive Amazon Lex conversational AI, and multi-language translation.

CONCURRENT STREAMS

250 USERS

SERVERLESS LATENCY

< 120MS P99

HIPAA & KMS ENCRYPTED

100% AUDITABLE

ENGINEERING STACK

AWS Chime SDKLambdaDynamoDBAmazon LexS3 / KMSTypeScript

Click to explore sandbox

Live Classroom Stream

250 CONCURRENT

STUDENT QUERY

How does AWS Lambda manage connection pooling with DynamoDB?

AMAZON LEX ASSISTANT

Lambda keeps TCP connections alive across warm invocations using AWS SDK connection re-use settings.

AWS Chime SDK + KMS

SYSTEM STATUS // ONLINE & PRODUCTION TESTED

CARD02/ 04

03PROJECT 03 // FULL-STACK COMMERCE & SSR

Live Preview

Live Production Web Platform (gpipvtltd.com)

GPI Industries E-Commerce Storefront

Production commerce storefront featuring secure JWT administrative inventory portal, automated catalog management, and SSR tuned for Google Search ranking.

PRODUCTION UPTIME

99.98%

FCP SPEED INDEX

< 850MS

STORE CATALOGUE

POSTGRESQL

ENGINEERING STACK

ReactNode.jsExpressJWT AuthPostgreSQLTailwind CSS

Click to explore sandbox

Production Storefront

CART:2 ITEMS

IN STOCK (140)SKU: GTM-RS-1KG

GTM Rock Salt 1kg

100% Pure Himalayan Crystals

₹99.00

PostgreSQL Active

SYSTEM STATUS // ONLINE & PRODUCTION TESTED

CARD03/ 04

04PROJECT 04 // DESKTOP SYSTEMS & OFFLINE ERP

Zero-Latency Offline-First Retail Suite

SmartGalla POS & Accounting Ledger

Electron desktop retail ledger enabling uninterrupted offline sales billing with automated SQLite queueing and double-entry cloud synchronization.

OFFLINE CONTINUITY

ZERO DOWNTIME

ACCOUNTING ENGINE

DOUBLE-ENTRY

INVOICING ENGINE

THERMAL / GST

ENGINEERING STACK

ElectronReactTypeScriptSQLite QueuePostgreSQLNode.js

Click to explore sandbox

Desktop POS Ledger

LOCAL QUEUE (SQLITE)

3 Pending Offline Invoices

TI/009 · ₹ 3,450

DOUBLE-ENTRY LEDGER

Debit Cash · Credit Revenue

Balanced ✓

Thermal GST Slip Engine

SYSTEM STATUS // ONLINE & PRODUCTION TESTED

CARD04/ 04

01/04 SYSTEMS|CINEMATIC SCENE STACK

05 / SKILLS & TECHNICAL STACK

I BUILD
ACROSS THE STACK.

Software engineering · Cloud infrastructure · Cybersecurity · Machine learning

TECHNICAL
STACKCore Axis

CYBERSECURITY

Offensive Security & Defensive Architecture

Penetration TestingNetwork SecurityWeb Application SecurityIDS / IPS (NIDS)Vulnerability AssessmentThreat Mitigation

6 technical capabilitiesClick to Focus

CLOUD & TOOLS

AWS Infrastructure & Security Tooling

● AWS Cloud Cluster

AWS EC2AWS WAFGuardDutyCloudWatchAWS IAMS3 & Lambda

Supporting Toolchain

Burp SuiteGit / GitHubJira

9 technical capabilitiesClick to Focus

SYSTEMS & SECURITY OS

Penetration Environments & Enterprise Platforms

★Kali LinuxParrot SecurityMetasploitableUbuntu LinuxWindows Systems

Layered OS: Primary offensive Linux to dual-boot staging

5 technical capabilitiesClick to Focus

PROGRAMMING & MACHINE LEARNING

Software Core & Applied Deep Learning

Programming

PythonC++JavaJavaScript (ES6+)SQL

Machine Learning

TensorFlow / KerasPyTorch

7 technical capabilitiesClick to Focus

Penetration TestingNetwork SecurityWeb Application SecurityIDS / IPS (NIDS)Vulnerability AssessmentThreat Mitigation

06 / CERTIFICATIONS & ACTIVITIES

PROOF
BEHIND THE WORK.

Certifications · Research · Technical Activities

ARCHIVE FORMATDocumented Proof Wall

CERTIFICATION·01 / 06

VERIFIED CERTIFICATE

Inspect High-Res

TryHackMe|May 2026

Jr Penetration Tester

Hands-on penetration testing methodologies, web exploitation, privilege escalation, network pivoting, and defensive security posture.

ID:THM-B5X1M1ZKEMVerify Online

Ayush Sharma · Proof Archive

ARCHIVAL INDEX06 RECORDS

Jr Penetration Tester

TryHackMe · May 2026

AWS Certified Cloud Practitioner

Amazon Web Services · May 2024 – May 2027

The Bits and Bytes of Computer Networking

Google / Coursera · April 2024

Sole Student Delegate

2nd Annual DEF SEC 2025, Delhi · 2025

Research Paper Presentation

IC3SE 2025, Amity University · 2025

Introduction to Agile Testing

Infosys Springboard · April 2024

CERTIFIED. PRESENTED. LEARNING. BUILDING.

Software · Cloud · Cybersecurity · AI

07 / CONTACT

OPEN TO NEW CONVERSATIONS

LET’S
BUILD
SOMETHING.

Have a project, opportunity, research idea, or technical problem worth solving?

DIRECT PROFILES:GITHUB LINKEDIN MAIL CLIENT

SIGNAL CORE · IDEA → SYSTEM → BUILD → SHIP

EMAIL DISPATCH

ayushsharmasd03@gmail.com

LOCATION & TIMEZONE

Gurugram, Haryana, India

IST (GMT+5:30)

09:00:00 PM

AVAILABLE FOR

Software EngineeringCloud & AWS ArchitectureCybersecurity & DefenseApplied AI & Machine Learning

FROM IDEA
TO SYSTEM.

Designed, engineered and shipped with intention.

AYUSH SHARMA

SOFTWARE · CLOUD · SECURITY

AYUSH SHARMA —Cloud & Cybersecurity Engineerbuilding intelligent, secure software.

ENGINEERINGSYSTEMSTHAT SHIP.

Full-Stack Systems

Cloud & Infrastructure

Applied AI & Security

THE WORK THAT SHIPPED.

Research Lead — AI & Defense

Presented & Published Paper

Freelance Software Developer

THE WORKTHAT SHIPPED.

Research Lead — AI & Defense

Presented & Published Paper

Freelance Software Developer

AI-DRIVENNETWORKDEFENSE.

Every connection leaves a signal.

THREE ARCHITECTURES.ONE DECISION.

Deep Feature Fusion Core.

DETECTION BECOMES DEFENSE.

Distributed Cloud Fabric.

FROM SIGNAL TO DEFENSE.

BuildingDigitalSystems.

AGESIFY Adaptive Cloud Firewall

Cloud-Native E-Learning Platform

GPI Industries E-Commerce Storefront

GTM Rock Salt 1kg

SmartGalla POS & Accounting Ledger

I BUILDACROSS THE STACK.

CYBERSECURITY

CLOUD & TOOLS

SYSTEMS & SECURITY OS

PROGRAMMING & MACHINE LEARNING

CYBERSECURITY

CLOUD & TOOLS

SYSTEMS & SECURITY OS

PROGRAMMING & MACHINE LEARNING

PROOFBEHIND THE WORK.

Jr Penetration Tester

Jr Penetration Tester

AWS Certified Cloud Practitioner

The Bits and Bytes of Computer Networking

Sole Student Delegate

Research Paper Presentation

Introduction to Agile Testing

LET’SBUILDSOMETHING.

ENGINEERING
SYSTEMS
THAT SHIP.

THE WORK
THAT SHIPPED.

AI-DRIVEN
NETWORK
DEFENSE.

THREE ARCHITECTURES.
ONE DECISION.

Building
Digital
Systems.

I BUILD
ACROSS THE STACK.

PROOF
BEHIND THE WORK.

LET’S
BUILD
SOMETHING.