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Ayush Raj

Software Developer, AI/ML Engineer, Data Science
CSE (Data Science) Student | Aspiring AI/ML Engineer
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Headline

AI/ML & Software Developer | CSE (Data Science) Student

About

I am a final-year Computer Science and Data Science student with a strong foundation in software development, artificial intelligence, machine learning, and computer science fundamentals. I have hands-on experience building AI/ML applications, full-stack systems, and Retrieval-Augmented Generation (RAG) solutions through academic and personal projects. My technical skills include Python, Java, JavaScript, React.js, FastAPI, Flask, MongoDB, MySQL, LangChain, FAISS, Hugging Face Transformers, TensorFlow, PyTorch, and Scikit-learn. I have developed projects including an Esports Tournament Management System, a Universal Anti-Hallucination and Self-Correction RAG System, and a Personalized Learning Style Detection System. These projects have strengthened my ability to design APIs, work with databases, develop machine learning models, implement retrieval systems, and translate technical requirements into functional applications. My RAG project achieved 81.7% overall accuracy and 90% hallucination detection, while my learning-style classification system achieved 90.65% accuracy. Alongside technical development, I have participated in hackathons and represented my team at a BIRAC presentation event. I am a motivated problem solver who enjoys learning new technologies and building practical solutions, and I am seeking opportunities to contribute to real-world software, AI, and engineering projects.

Experience

AI based role

infosys

2026-05-05 – 2026-09-05

this above domain of internship give methe good understanding over the AI domain

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Education

BE

ACHARYA INSTITUTE OF TECHNOLOGY

CSE(DATA SCIENCE) · 2023 – 2027 · 8.0

Projects

Esports Tournament Management System

Developed a full-stack tournament management platform using React.js, Flask and MySQL for team registration, bracket generation and match scheduling.

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Personalized Learning Style Detection System

Built a FastAPI, MongoDB and React-based system using Random Forest to classify VARK learning styles from behavioral and demographic features.

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anti halluciantion and self correction through the RAG

my this project is based over the anti halluciantion sytem based project which based which stopping the llm from hallucianting by checking the evidence from the RAP wikepedia api server and if it hallc=uciantion is ther it will self correcting it

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Portfolio

smart-system

I am a final-year Computer Science and Data Science student with a strong foundation in software development, artificial intelligence, machine learning, and computer science fundamentals. I have hands-on experience building AI/ML applications, full-stack systems, and Retrieval-Augmented Generation (RAG) solutions through academic and personal projects. My technical skills include Python, Java, JavaScript, React.js, FastAPI, Flask, MongoDB, MySQL, LangChain, FAISS, Hugging Face Transformers, TensorFlow, PyTorch, and Scikit-learn. I have developed projects including an Esports Tournament Management System, a Universal Anti-Hallucination and Self-Correction RAG System, and a Personalized Learning Style Detection System. These projects have strengthened my ability to design APIs, work with databases, develop machine learning models, implement retrieval systems, and translate technical requirements into functional applications. My RAG project achieved 81.7% overall accuracy and 90% hallucination detection, while my learning-style classification system achieved 90.65% accuracy. Alongside technical development, I have participated in hackathons and represented my team at a BIRAC presentation event. I am a motivated problem solver who enjoys learning new technologies and building practical solutions, and I am seeking opportunities to contribute to real-world software, AI, and engineering projects.

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Certifications

AI PREMIER CERTIFICATION

INFOSYS

Data Science Professional Certificate

KNIME

Networking & Administration Fundamentals

LinkedIn Learning

Achievements

Srujana Hackathon

Other

i was just playing role as a backend developer

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BIRAC presentation

Speaking

2026-04-02

in this part of the our team got selcted for the BIRAC presenation in the jaipu, for the project ocenographic and fisheries realted project

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