Mandadi Jayanth Reddy

Computer Science Undergraduate | Aspiring Data Analyst/Scientist

2-108/2/133/A mansani colony Boduppal Hyderabad, 500092, Hyderabad, IN.

About

Highly analytical Computer Science undergraduate with a strong foundation in Python, Machine Learning, and data analysis, seeking Data Analyst or Data Scientist internship opportunities. Proven ability to develop and optimize AI/ML models, including a predictive disease detection system leveraging Logistic Regression and SHAP for explainable AI. Adept at visualizing complex data patterns and implementing algorithms for optimal decision-making, ready to apply technical and analytical skills to real-world challenges.

Work

AI/ML Virtual Internship

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Intern

Hyderabad, Telangana, India

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Summary

Remotely completed hands-on training in AI/ML principles and workflows, focusing on data preprocessing and model evaluation.

Highlights

Gained practical expertise in AI/ML principles and workflows, including data preprocessing and comprehensive model evaluation techniques.

Developed and optimized diverse Machine Learning models, rigorously evaluating performance metrics and ensuring high data integrity.

Analyzed complex datasets to derive actionable insights, directly supporting predictive modeling initiatives.

Education

Ace Engineering College

Hyderabad, Telangana, India
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B.Tech Computer Science and Engineering Grade: 8.4 CGPA

Narayana Junior College

Hyderabad, Telangana, India
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Intermediate MPC Grade: 84.1%

Lotus Lap Public School

Hyderabad, Telangana, India
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SSC Secondary School Certificate Grade: 10.0 CGPA

Awards

Code Pragnya Competitive Programming (Round 2 Qualifier)

Code Pragnya

Advanced to the second round in a competitive programming event, demonstrating strong algorithmic and problem-solving skills.

Languages

Telugu

English

Hindi

Certificates

Introduction to Generative Ai studio

Simple learn

Introduction to Responsible AI

Google Cloud Skills Boost

Introduction to Generative AI

Google Cloud Skills Boost

Level 10 Achiever

MeaPro Certification

Business English

Cambridge Linguaskill

C Programming

Cisco

UiPath Automation Explorer - Skill-A-Thon

UiPath

Python Essentials 1 & 2

Cisco

IT Essentials

Cisco

CCNA

Cisco

Networking Basics

Cisco Digital Badge

Skills

Programming Languages

Python, HTML5, JavaScript.

Machine Learning & AI

Machine Learning Models, SHAP Analysis, Scikit-learn, MIN-Max Algorithm, AI Algorithms, Generative AI, Responsible AI.

Data Analysis & Visualization

Data Analysis Techniques, Pandas, Seaborn, Matplotlib Visualization, NumPy Operations, Jupyter Notebook.

Database Management

Database Design, MySQL, SQLite.

Web Development

HTML, CSS, JavaScript.

Software & Tools

UiPath Automation, API Integration, Software Development, Pygame, Git.

Projects

Restaurant recommendations Engine

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Summary

Developed a recommendation engine to suggest top restaurants for customers based on location & order history. Implemented KMeans clustering on latitude/longitude to group customer regions. Ranked vendors by popularity in each cluster and recommended top 5 vendors per customer. Tools: Python, Pandas, Scikit-learn

Chess Game using AI

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Summary

Developed an intelligent Chess game incorporating AI algorithms for optimal decision-making.

Interactive Digital Textbook Platform

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Summary

Developed an e-learning application using HTML, CSS, and JavaScript to enhance user engagement.

Multiple Disease Prediction using SHAP

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Summary

Engineered a predictive system using Logistic Regression for early detection of diseases like diabetes, heart disease, and Parkinson's.