Hello, World! 👋 I'm

Phaneendra
Kanduri

🔐 Cybersecurity 🤖 AI / ML 💻 Full Stack

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Phaneendra Kanduri
Security
ML/AI
Full Stack
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01 / About

Who Am I?

Results-driven Computer Science student specializing in Cybersecurity, with hands-on experience building ML-powered security systems, full-stack web applications, and AI integrations. Achieved 99.9% phishing detection accuracy across 100K+ URLs. Passionate about secure, scalable software aligned with modern coding standards.

Currently pursuing B.Tech in CSE (Cyber Security) at Rajeev Gandhi Memorial College of Engineering and Technology, Nandyal — expected graduation May 2026, with a CGPA of 8.20/10.

3+Projects
2Internships
99.9%ML Accuracy
15+Certificates

Education

B.Tech CSE (Cyber Security)

RGMCET, Nandyal | CGPA: 8.20 | 2026

Location

Andhra Pradesh, India

Open to Remote & Relocation

Contact

kphaneendra2005@gmail.com

+91 8247504435

02 / Skills

Tech Arsenal

Languages

PythonJavaScriptCC++

Web Technologies

React.jsNode.jsExpress.jsDjangoHTMLCSSBootstrap

AI / ML

TensorFlowScikit-learnPandasNumPy

Databases

MongoDBMySQLSQLite

Tools & Cloud

GitGitHubAWSIBM CloudVS Code

CS Fundamentals

Data StructuresAlgorithmsOOPREST APIs
03 / Experience

Work Experience

Generative AI Intern

Smartbridge  |  Remote

May 2025 – July 2025
  • Architected and deployed an AI-powered Smart City Assistant using React.js, Node.js, MongoDB, and IBM Granite LLM — cutting response time to under 3 seconds.
  • Designed JWT-secured REST APIs, improving system reliability and enabling seamless front-to-back communication.
  • Tested and optimized APIs to ensure scalability and production-level reliability.
React.jsNode.jsMongoDBIBM Granite LLMJWT

AI & ML Intern

Smartbridge  |  Remote

6 Months
  • Completed an intensive 6-month AI & ML internship focused on building and deploying real-world machine learning solutions.
  • Worked on model training, data preprocessing, feature engineering, and deployment pipelines.
  • Gained hands-on expertise in TensorFlow, Scikit-learn, and cloud-based AI workflows.
PythonTensorFlowScikit-learnML Pipelines
04 / Projects

Featured Projects

PhishGuard

Phishing Detection System

Engineered an ML phishing detection engine trained on 100K+ URLs, achieving 99.9% accuracy using a feature-based Random Forest classification model. Deployed as a live real-time threat scoring web app.

PythonMLRandom ForestFlask
GitHub

HematoVision

Blood Cell Classifier

Optimized CNN deep learning model via hyperparameter tuning — boosting classification accuracy from 82% → 95%. Built a Flask inference API delivering real-time predictions in under 1.2s latency.

PythonCNNTensorFlowFlask
GitHub

Smart City Assistant

AI-Powered Full-Stack Platform

Built a scalable full-stack Smart City platform with secure REST APIs, JWT authentication, and modular backend architecture. Optimized performance with efficient request handling and achieved sub-3s response time under load.

Node.js Express.js React.js MongoDB JWT
GitHub
05 / Research

Research Publication

2026

ML-Based Phishing URL Detection Using Lexical & Structural Features

Published research on a Random Forest classifier trained on 100,000+ URLs, achieving 99.9% accuracy in detecting phishing attempts through advanced lexical and structural feature analysis.

Machine LearningCybersecurityRandom ForestURL Analysis
06 / Certifications

Certificates & Achievements

Click any certificate to view it

🏅 Professional Certifications

AWS Certified Cloud Practitioner

Amazon Web Services

2025 Click to View

AWS Educate Generative AI

Amazon Web Services

2025 Click to View

AWS Academy Cloud Foundations

Amazon Web Services

2023 Click to View

MCP Project Completion

NxtWave Academy

2025 Click to View

RPA Workshop

Automation Anywhere

2026 Click to View

Cyber Job Simulation

Deloitte (via Forage)

March 2026 Click to View

📚 NxtWave Course Completions

Static Website Jan 2025
Responsive Website Jan 2025
SQL / Databases Feb 2025
React JS Mar 2026
Node.js Nov 2025
Python Foundations Aug 2025
Developer Foundations Nov 2025
Dynamic Web App Aug 2025
JS Essentials Nov 2025
Responsive Web Design 2025
07 / Activities

Extra Curriculars

GDSC Coding Gala

Google Developer Student Clubs — Competed in coding challenges and collaborative development events.

Advanced Ethical Hacking Workshop

Performed real-world vulnerability assessments and penetration testing on simulated systems.

LLMs & Agentic AI Masterclass

NxtWave — Deep dive into Large Language Models, prompt engineering, and AI agent architecture.

08 / Contact

Let's Connect

I'm currently open to internships, full-time roles, and freelance projects. Feel free to reach out!

kphaneendra2005@gmail.com +91 8247504435 linkedin.com/in/phaneendra-kanduri github.com/Phaneendra2005

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