Ayush
Kumar Rai
I am Ayush Kumar Rai, a Computer Science student specializing in Artificial Intelligence and Machine Learning. My academic journey involves hands-on experience with algorithms, data structures, and model training techniques. I frequently work with Python, NumPy, and scikit-learn for ML project development. I have built and deployed machine learning models using tools like SVM, K-Means, and Linear Regression. My interests include image classification, gesture recognition, and predictive analytics. I prefer efficient backend implementation with local deployment and Git-based version control.
About Me
AI and Machine Learning enthusiast Student
Projects
AI & ML solutions developed
Research Projects
AI & ML solutions developed colaborated with Multiple Field
Publications
Research papers published
Grades
SGPA, CGPA, and other academic achievements
license & Certification
Various Technical or Non Technical Certification
My skill Domain
I am Ayush Kumar Rai, a Computer Science student specializing in Artificial Intelligence and Machine Learning. My academic journey involves hands-on experience with algorithms, data structures, and model training techniques. I frequently work with Python, NumPy, and scikit-learn for ML project development.
I have built and deployed machine learning models using tools like SVM, K-Means, and Linear Regression. My interests include image classification, gesture recognition, and predictive analytics. I prefer efficient backend implementation with local deployment and Git-based version control.
As a developer, I build responsive portfolio websites using React, Tailwind CSS, and follow modern UI/UX design principles. I'm skilled in Python, C, C++, HTML, CSS, and JavaScript, with a focus on clean, modular code. I maintain my projects on GitHub and continuously refine my portfolio to reflect both technical depth and design aesthetics..
Technical Expertise
Programming
ML/AI Focus
Tools & Technologies
Kendriya Vidyalaya
PCMCS 10+2
2010 - 2022
Grade: Distinction with 90%
Sai Vidya Institute of Technology
Computer Science[Artificial Intelligence and Machine Learning (B.E)]
2022 - 2026
CGPA: 9.0
Research Focus
My research explores the frontiers of artificial intelligence and machine learning, with a focus on practical applications and theoretical advancements.
Deep Learning Applications
Developing novel architectures for computer vision tasks with a focus on efficiency and accuracy.
Natural Language Processing
Investigating transformer-based models for contextual understanding and semantic analysis.
Reinforcement Learning
Exploring multi-agent systems and policy optimization techniques for complex environments.
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Projects & Applications
Showcasing the practical applications in artificial intelligence and machine learning.
Hand Gesture Recognition using SVM
aimed at building a machine learning model that can recognize and classify static hand gestures using Support Vector Machines (SVM). The system can be used for intuitive human-computer interaction, touchless interfaces, or assistive technologies.
Mall Customer Segmentation using K-Means Clustering
This project applies K-Means Clustering to segment customers based on their Annual Income and Spending Score using the Mall Customer Dataset. It helps identify customer groups for targeted marketing strategies.
House Price Prediction
This project predicts house sale prices using machine learning, based on data from Kaggle’s House Prices: Advanced Regression Techniques competition. It implements a complete pipeline from exploratory data analysis to model training and final predictions.
Smart Attendance System using Ai
The **Smart Attendance System using AI** is an innovative project designed to revolutionize the traditional methods of tracking attendance. By leveraging the power of artificial intelligence, this system automates the process, making it more accurate, efficient, and secure.
Certificates & Achievements
Showcasing my technical certifications, courses , and hackathon achievements.
Exploratory Data Analysis for Machine Learning
Certisured
Intuition Building for Machine Learning & Deep Learning
Analogica Software Dev Pvt Ltd
Artificial Intelligence Foundations: Neural Networks
LinkeDin Learning
Microsoft Excel 365
Microsoft
Credential ID: GSSoC2024_OST100C_403EF768
Ai and ChatGPT Tools Workshop
Be10x
Power BI Essential Training
LinkDin
Google AI Essential
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Let's Connect
Have a project in mind or want to discuss collaboration opportunities? I'm just a message away.
Location
Bangalore, India