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dhinith2007/README.md

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๐ŸŒ Connect With Me

LinkedIn ย  GitHub ย  Gmail ย  Instagram ย  LeetCode ย  HackerRank

ย  ย 

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๐Ÿ‘จโ€๐Ÿ’ป About Me

public class DhinithPragalyan {
 
    String name       = "Dhinith Pragalyan M";
    String degree     = "B.E - Computer Science Engineering";
    String college    = "Panimalar Engineering College, Tamil Nadu ๐Ÿซ";
    String internship = "IIT Ropar โ€” AI & ML Research Intern (Jun 15 โ€“ Aug 2025) ๐Ÿ†";
 
    String[] passions = {
        "Machine Learning ๐Ÿค–",
        "Artificial Intelligence ๐Ÿง ",
        "Fraud Detection Systems ๐Ÿ”",
        "Data Science & Analytics ๐Ÿ“Š",
        "Full Stack + LLM Applications ๐ŸŒ"
    };
 
    String[] currentlyLearning = {
        "Deep Learning & CNN Architectures",
        "Graph Intelligence (NetworkX)",
        "LLM Integration & LangChain",
        "MLOps & Cloud Deployment (AWS, Render)"
    };
 
    String goal = "Build intelligent systems that solve real-world problems ๐Ÿš€";
 
    public void dailyRoutine() {
        doAIResearchAtIITRopar();
        buildHackathonProjects();
        solveLeetCodeProblems();
        learnAndGrow();
    }
}

๐ŸŽฏ B.E CSE student at Panimalar Engineering College, deeply passionate about AI, ML & Data Science. Selected as IIT Ropar AI/ML Research Intern (Junโ€“Aug 2025). Built real-world fraud detection systems & AI compilers at national hackathons. I believe in learning by building.


โšก Quick Highlights

๐Ÿ›๏ธ Education B.E - CSE @ Panimalar Engineering College, Tamil Nadu
๐Ÿ”ญ Currently at AI & ML Research โ€” IIT Ropar (Starting June 15, 2025 ยท 2 months)
๐Ÿ† Hackathons IntelliTrace'26 @ VIT Chennai ยท Neuro Compiler @ Sathakthon 2.0
๐Ÿ’ผ Internships IIT Ropar (AI/ML) ยท TANSAM (Data Analytics) ยท CodSoft (Data Science) ยท InternPro (Cloud)
๐ŸŒฑ Learning Graph Neural Networks, LLMs, MLOps, AWS, Vector DBs
๐Ÿ’ฌ Ask me about Python, CNN, Fraud Detection, NLP, Pandas, Graph Intelligence
๐Ÿ“ซ Reach me dhinithmuruganantham@gmail.com
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๐Ÿ› ๏ธ Tech Stack

๐Ÿ’ป Programming Languages

#### ๐Ÿค– AI / ML / Deep Learning

#### ๐ŸŒ Web & Backend

#### โ˜๏ธ Tools & Cloud

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๐Ÿ† Featured Projects

๐Ÿ”ด Hackathon Projects

๐Ÿ” IntelliTrace '26

VIT Chennai Hackathon


A real-time fraud detection platform that identifies coordinated money mule networks operating across multiple digital banking channels.


๐ŸŽฏ Problem Solved:

Detecting coordinated fraud across Mobile Apps, Web Portals, UPI, Wallets & ATM systems simultaneously.

๐Ÿ”‘ Key Features:
  • ๐Ÿง  CNN Neural Network for transaction anomaly detection
  • ๐Ÿ•ธ๏ธ Graph Intelligence via Python NetworkX to map & expose mule networks
  • ๐Ÿ“ก Multi-channel monitoring (UPI ยท Wallets ยท ATMs ยท Mobile ยท Web)
  • ๐Ÿš€ Fully deployed on Render

๐Ÿงฌ Neuro Compiler System

Sathakthon 2.0 Hackathon


An AI-powered universal compiler that brings all programming languages into one platform โ€” no more switching between tools.


๐ŸŽฏ Problem Solved:

Students switching between multiple IDEs during lab exams and practice โ€” inefficient, confusing, and time-consuming.

๐Ÿ”‘ Key Features:
  • โšก Multi-language support in a single unified platform
  • ๐Ÿค– LLM integration for smart code suggestions & debugging
  • ๐Ÿ”ง React + Node.js + Python Flask full-stack architecture
  • ๐Ÿ—„๏ธ MongoDB for user sessions & code history persistence

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๐Ÿ”ต ML & Personal Projects

๐Ÿ“‚ Auto File Organizer

Python GUI application that automatically sorts and organizes files into categorized folders with real-time progress tracking.

  • ๐Ÿ–ฅ๏ธ Graphical User Interface with Tkinter
  • ๐Ÿ“ Automatic file categorization by type & extension
  • ๐Ÿ“Š Real-time progress bar tracking
  • โš™๏ธ File management automation for messy directories

๐Ÿšข Titanic Survival Prediction

ML classification model predicting passenger survival. Includes full EDA, feature engineering, and model evaluation.

  • ๐Ÿ“Š Exploratory Data Analysis & feature engineering
  • ๐ŸŒฒ Random Forest classifier with cross-validation
  • ๐Ÿ“‰ Confusion matrix & accuracy analysis

๐Ÿ’ฌ Naive Bayes Sentiment Classifier

Manually implemented Naive Bayes from scratch for sentiment analysis โ€” no library shortcuts. Full text preprocessing and evaluation pipeline.

  • ๐Ÿ“ Text preprocessing & tokenization
  • ๐Ÿงฎ Manual probability calculations
  • โœ… Full model evaluation & accuracy metrics

๐Ÿง  Data Preprocessing with OOP

Modular and reusable data preprocessing pipeline using OOP principles โ€” clean architecture for scalable ML data workflows.

  • ๐Ÿ”ง Modular, reusable preprocessing components
  • ๐Ÿ—๏ธ Clean OOP architecture for ML pipelines
  • โ™ป๏ธ Plug-and-play components for any dataset
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๐Ÿ“Š GitHub Stats

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๐Ÿ† GitHub Trophies

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๐Ÿง  LeetCode Stats

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๐Ÿ… Internships & Achievements

๐Ÿ›๏ธ AI & ML Research Intern โ€” IIT Ropar
๐Ÿ” IntelliTrace '26 โ€” Real-Time Fraud Detection ยท VIT Chennai Hackathon
๐Ÿงฌ Neuro Compiler System โ€” AI Multi-Language Compiler ยท Sathakthon 2.0
๐Ÿ“Š Data Analytics Internship โ€” TANSAM
๐Ÿค– Data Science Internship โ€” CodSoft
โ˜๏ธ Cloud Computing Internship โ€” InternPro
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๐ŸŽฏ 2026 Goals

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๐Ÿ”— Coding Profiles

ย 

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๐Ÿ“ˆ Contribution Graph

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๐Ÿ“ซ Let's Connect!

ย  ย 

"Turning data into intelligence, one model at a time." ๐Ÿ”ด

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