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MANISH_KALLURI

[100%]Cloud architecture student — designing scalable, secure systems on AWS.

[92%]Working towards AWS Solutions Architect Associate certification.

[100%]Full-stack developer — Next.js, React, TypeScript, Tailwind CSS.

[100%]Avid distance runner — marathons, discipline, endurance.

[ View Resume ][ Get in Touch ]

> Projects

MODULE 01

Arrhythmia Detection

PythonHTMLCSSJavaScriptTensorFlow

[33%]Developed an ECG-based deep learning model using image classification to detect arrhythmia from a custom dataset of 15,341 images, achieving 89% test accuracy and 99% training accuracy.

[66%]Implemented both sequential and functional CNN architectures with TensorFlow for noise-free, high-quality image preprocessing and classification of heartbeat types.

[100%]Demonstrated the potential of AI-powered diagnostic tools for early arrhythmia detection and cardiovascular risk classification, contributing to intelligent decision support systems in healthcare.

MODULE 02

Resume Classification

PythonpandasTensorFlow

[33%]Prepared the dataset by updating a preexisting Kaggle dataset of 1,500 resumes from different industries.

[66%]Used regular expressions to clean the RAW data to simplify text data before applying the Machine Learning model.

[100%]Used Logistic Regression to evaluate Accuracy and Precision due to its interpretability and simplicity.

> Experience

ROLE_LOG 01

Intern — Outreach, Data Mining & Analysis

SRM University · Andhra Pradesh, India · May 2022 – Nov 2022

[25%]Worked in the Department of International Relations at SRM University.

[60%]Played a pivotal role in establishing agreements and MOUs with Malaysian Universities while keeping tabs on group advancements.

[100%]Collaborated with the Director of the IR department to create PowerBI reports that improved the comprehension rate by 12% for data gathered through web scraping.

> Education

DEGREE_LOG 01 — IN PROGRESS

M.S. in Computer Science

Rowan University · Glassboro, NJ

Expected Graduation: Dec 2026

DEGREE_LOG 02 — COMPLETED

B.Tech in Computer Science

Specialization: Big Data Analytics

SRM University · Andhra Pradesh, India

Aug 2020 – May 2024

> Certifications

✦

Microsoft Azure Fundamentals (Exam AZ-900)

ISSUED: September 2025

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