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YuvarajGML/README.md

Yuvaraj Gopi

Software Engineering Apprentice | Computer Science Undergraduate | AI & Machine Learning Engineer

I am a Computer Science undergraduate and Software Engineering Apprentice focused on building intelligent software systems at the intersection of Artificial Intelligence, Machine Learning, Cloud Computing, and Software Engineering.

My areas of interest include Applied Machine Learning, Generative AI, Retrieval-Augmented Generation (RAG), Computer Vision, IoT Analytics, and Cloud-Native Applications, with an emphasis on designing scalable and production-oriented solutions.


Connect

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Featured Projects

PlagScan Pro

Hybrid Plagiarism Detection Framework

Repository:
https://github.com/YuvarajGML/Plagiarism-Detector

Technology Stack

Python Flask HTML JavaScript

An explainable plagiarism detection framework combining classical string matching algorithms, structural similarity analysis, and source intelligence to identify different forms of plagiarism without dependency on external AI APIs.

Key Contributions

  • Developed a hybrid detection pipeline using:
    • Exact Matching
    • Horspool Pattern Matching
    • Token-Based Matching
    • Fuzzy Similarity Analysis
  • Implemented citation-aware plagiarism verification
  • Designed evidence-based similarity reports
  • Built an offline architecture without external plagiarism APIs
  • Optimized classical algorithms for efficient document comparison

WanderGuard

IoT-Based Dementia Wandering Detection Analytics Platform

Repository:
https://github.com/guptatapan-24/iot-el

Technology Stack

Python Pandas NumPy Scikit-Learn PostgreSQL

Contributed to the machine learning and analytics components of an IoT-based healthcare monitoring platform focused on detecting and analysing wandering behaviour.

Key Contributions

  • Designed analytics-ready datasets from IoT sensor telemetry
  • Engineered behavioural features using:
    • RSSI signal patterns
    • Door activity events
    • Temporal movement behaviour
  • Performed exploratory data analysis and visualization
  • Developed reusable analytics workflows for predictive modelling
  • Prepared ML documentation and data pipelines for future model development

Enterprise Infrastructure RAG Assistant

Retrieval-Augmented Generation for Infrastructure Automation

Status: In Progress

Technology Stack

Azure Azure AI Search OpenAI Python

Developing an enterprise AI assistant that converts infrastructure repositories, Ansible roles, and operational documentation into structured knowledge representations for semantic search and LLM-powered assistance.

Key Contributions

  • Designed a Retrieval-Augmented Generation architecture
  • Developed knowledge-card based ingestion workflows
  • Integrated semantic retrieval using Azure AI Search
  • Applied LLM-based document understanding for infrastructure automation
  • Focused on enterprise-scale documentation intelligence

Cloud Cover Classification

Machine Learning-Based Weather Prediction

Repository:
https://github.com/YuvarajGML/Cloud-Cover-Classification

Technology Stack

Python Scikit-Learn Pandas NumPy

Developed supervised machine learning models for predicting cloud cover using atmospheric and environmental parameters.

Key Contributions

  • Performed data preprocessing and feature engineering
  • Analysed relationships between meteorological variables
  • Built machine learning pipelines for prediction
  • Evaluated model performance using statistical metrics

Current Focus

  • Large Language Models and Generative AI
  • Retrieval-Augmented Generation Systems
  • Azure AI and Cloud Engineering
  • Machine Learning Systems
  • IoT Data Analytics
  • Backend and Distributed Systems

Technical Skills

Programming Languages

C++ Python JavaScript TypeScript SQL

Artificial Intelligence and Data Science

PyTorch TensorFlow Scikit-Learn OpenCV NumPy Pandas Matplotlib

Backend Development

FastAPI Flask

Frontend Development

React Streamlit

Cloud and DevOps

Azure Docker Terraform Ansible

Databases and Tools

PostgreSQL Supabase Git GitHub Linux


GitHub Statistics

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