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πŸ’» Aspiring Software Developer | πŸš€ Building & learning | 🎯 Open to work
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πŸ’» Aspiring Software Developer | πŸš€ Building & learning | 🎯 Open to work

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manikandanar3646/README.md

πŸ‘‹ Hi, I'm Manikandan AR

πŸ’» Full Stack Developer | πŸ€– AI & NLP Enthusiast | πŸš€ Software Developer

Building practical applications with .NET, Java, React and exploring AI, NLP and Large Language Models.



πŸ§‘β€πŸ’» About Me

I'm a Computer Science graduate and Full Stack Developer interested in building practical software applications and exploring AI-powered systems.

  • πŸ’» Primary development focus: C# and .NET
  • 🌐 Full Stack development with ASP.NET Core, React, JavaScript, HTML & CSS
  • β˜• Backend development with Java and Spring Boot
  • πŸ—„οΈ Experience working with SQL Server and relational databases
  • πŸ€– Exploring Artificial Intelligence, NLP and LLM applications
  • 🧠 Familiar with DistilBERT, BERT and NLP concepts
  • πŸ¦™ Exploring LLMs such as Llama
  • πŸ”¬ Interested in combining software engineering with AI
  • 🎨 I enjoy building applications, experimenting with ideas and learning new technologies

πŸš€ I believe the best way to learn technology is to build something with it.


πŸ› οΈ Tech Stack

πŸ’» Programming Languages

Technology Level / Experience
C# Primary programming language
Java Backend development & application development
JavaScript Frontend development
HTML Web development
CSS Web styling & responsive interfaces
Python Basic knowledge

βš™οΈ Frameworks & Development

.NET Ecosystem

  • .NET
  • ASP.NET Core
  • ASP.NET Core Web API
  • Entity Framework Core
  • Windows Forms
  • WPF
  • .NET MAUI
  • XAML

Java Ecosystem

  • Java
  • Spring Boot
  • Spring Web
  • Hibernate

Frontend

  • HTML5
  • CSS3
  • JavaScript
  • React.js
  • XAML

πŸ—„οΈ Databases

SQL Server

  • Microsoft SQL Server
  • SQL queries
  • Database design
  • CRUD operations
  • Entity Framework Core
  • LocalDB

MySQL

  • Basic database knowledge
  • SQL queries
  • CRUD operations
  • Relational database concepts

LiteDB

  • Used for local data storage in an application project

πŸ€– AI, NLP & LLM

I'm particularly interested in combining software development with AI.

🧠 NLP

  • Natural Language Processing
  • Text preprocessing concepts
  • Text classification concepts
  • Transformer-based NLP
  • BERT
  • DistilBERT
  • spaCy

πŸ€– Large Language Models

Familiar with and exploring:

  • Llama
  • Llama 3.1
  • Llama 3.2
  • Ollama
  • OpenAI models / APIs
  • LLM application concepts
  • Prompt-based AI applications

πŸ”— AI Frameworks / Libraries

  • LangChain
  • Transformers
  • spaCy

My AI knowledge is currently focused on learning, experimentation and application development rather than claiming professional ML engineering experience.


πŸ”§ Development Tools

Tools I Work With

  • Visual Studio
  • Visual Studio Code
  • Git
  • GitHub
  • .NET CLI
  • SQL Server tools

πŸš€ Projects

πŸ€– AI Novel Generation System

An AI-assisted desktop application designed to help writers develop stories and novels using Large Language Models.

Tech Stack

C# .NET WPF XAML Ollama Llama LLM LiteDB

Highlights

  • AI-assisted story and novel generation
  • Local LLM integration using Ollama
  • Llama-based text generation
  • WPF desktop application
  • XAML-based user interface
  • Local data storage using LiteDB
  • Designed around creative writing workflows

πŸ›’ Mini E-Commerce Website

A full-stack e-commerce application built with a React frontend and Java Spring Boot backend.

Tech Stack

Java Spring Boot Hibernate React JavaScript HTML CSS SQL

Highlights

  • React-based frontend
  • Spring Boot REST backend
  • Hibernate integration
  • Database operations
  • CRUD functionality
  • Full-stack application architecture

🏨 Hotel Management System

A full-stack hotel management application developed to manage hotel-related operations and database information.

Tech Stack

C# .NET HTML CSS JavaScript SQL Server

Highlights

  • Full-stack application development
  • Frontend interface development
  • Backend API development
  • SQL Server database integration
  • CRUD operations
  • Practical business application workflow

πŸ›οΈ Wedding Hall Management System

A desktop-based management application designed to manage wedding hall-related operations.

Tech Stack

C# .NET Windows Forms WPF SQL Server

Highlights

  • Desktop application development
  • User interface development
  • Database integration
  • CRUD operations
  • Management-oriented application design

πŸ’¬ Mini Social Media Web Application

A lightweight social media web application developed to explore user interaction, posts and basic social networking functionality.

Tech Stack

HTML CSS JavaScript C# .NET SQL Server

Highlights

  • User-focused web application
  • Post creation and management
  • CRUD operations
  • Frontend and backend integration
  • Database integration
  • Practical web application development

πŸ“± Quote of the Day

A lightweight mobile/desktop application developed for displaying and managing daily quotes.

Tech Stack

C# .NET MAUI XAML SQLite

Highlights

  • .NET MAUI application development
  • XAML interface
  • C# application logic
  • Simple and responsive user interface

πŸ“‹ To-Do List Application

A simple task-management application for creating, updating and managing daily tasks.

Tech Stack

C# .NET MAUI SQLite XAML

Highlights

  • Task creation and management
  • CRUD operations
  • Database integration
  • Application logic
  • Simple management interface

🌐 Personal Developer Portfolio

A personal portfolio website showcasing my development skills, projects and technical interests.

Tech Stack

HTML CSS JavaScript

Highlights

  • Personal developer branding
  • Project showcase
  • Responsive web interface
  • Technical skills presentation
  • Portfolio and contact information

🧠 Anonymous Case Complaint System

A collaborative college project exploring Natural Language Processing and transformer-based text classification for anonymous case and complaint processing.

Tech Stack

Python HTML CSS JavaScript DistilBERT BERT NLP SQL

Highlights

  • Collaborative college project
  • Natural Language Processing
  • DistilBERT-based text classification
  • Transformer-based NLP concepts
  • Text preprocessing and classification
  • Database integration
  • Application development

🌐 Full Stack Development

My main full-stack development combinations are:

🟣 .NET Stack

React / HTML / CSS / JavaScript
              ↓
        ASP.NET Core
              ↓
    Entity Framework Core
              ↓
        SQL Server

🟒 Java Stack

React / HTML / CSS / JavaScript
              ↓
        Spring Boot
              ↓
          Hibernate
              ↓
       SQL / Database

🧠 AI + Software Development

One of my main interests is combining software engineering with Artificial Intelligence, Natural Language Processing and Large Language Models.

             SOFTWARE DEVELOPMENT
                      β”‚
          β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
          β”‚                       β”‚
       C# / .NET             Java / Spring
          β”‚                       β”‚
    ASP.NET Core             Spring Boot
          β”‚                       β”‚
          β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                      β”‚
                 Full Stack
                      β”‚
                 React / Web
                      β”‚
          β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”΄β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
          β”‚                       β”‚
         NLP                     LLM
          β”‚                       β”‚
      DistilBERT                Llama
          β”‚                       β”‚
          β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜
                      β”‚
                AI Applications

πŸ“š Currently Learning

I'm continuously improving my knowledge in:

  • πŸ”Ή Advanced C# and .NET
  • πŸ”Ή ASP.NET Core
  • πŸ”Ή REST API development
  • πŸ”Ή Backend architecture
  • πŸ”Ή React.js
  • πŸ”Ή Java and Spring Boot
  • πŸ”Ή Data Structures & Algorithms
  • πŸ”Ή Natural Language Processing
  • πŸ”Ή Transformer-based models
  • πŸ”Ή Large Language Model applications
  • πŸ”Ή LangChain
  • πŸ”Ή AI application architecture
  • πŸ”Ή Software engineering best practices
  • πŸ”Ή Cloud technologies

🎯 My Development Focus

β”Œβ”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”
β”‚               FULL STACK DEVELOPMENT        β”‚
β”‚                                             β”‚
β”‚        C# / .NET       Java / Spring       β”‚
β”‚             β”‚                β”‚              β”‚
β”‚             β””β”€β”€β”€β”€β”€β”€β”€β”¬β”€β”€β”€β”€β”€β”€β”€β”€β”˜              β”‚
β”‚                     β”‚                       β”‚
β”‚                  Backend                    β”‚
β”‚                     β”‚                       β”‚
β”‚               React / Web                   β”‚
β”‚                     β”‚                       β”‚
β”‚                 Databases                   β”‚
β”‚                     β”‚                       β”‚
β”‚                     +                       β”‚
β”‚                                             β”‚
β”‚              AI / NLP / LLM                β”‚
β”‚                                             β”‚
β”‚        DistilBERT β€’ Llama β€’ Ollama         β”‚
β”‚                                             β”‚
β””β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”€β”˜

πŸ’‘ What I Like Building

🌐 Web Applications

Full-stack applications using

.NET β€’ Java β€’ React β€’ SQL

πŸ€– AI Applications

Applications combining software

development with NLP and LLMs

✍️ Creative Technology

Tools and applications around

stories, writing and creative ideas


πŸ“Š GitHub Statistics

---

πŸ”₯ GitHub Streak

GitHub Streak


🐍 Contribution Snake

GitHub Contribution Snake


πŸš€ Future Goals

  • 🎯 Build production-level full-stack applications
  • πŸ’» Become highly proficient in C# and .NET
  • β˜• Strengthen Java and Spring Boot
  • βš›οΈ Improve React and frontend development
  • πŸ€– Build practical AI-powered applications
  • 🧠 Deepen NLP and LLM knowledge
  • πŸ—οΈ Learn system design and scalable backend architecture
  • πŸ”“ Contribute to open-source projects
  • πŸš€ Build software that solves real-world problems
  • πŸ“š Continuously improve my software engineering skills

πŸ“« Connect With Me


πŸ’» Build β€’ Learn β€’ Experiment β€’ Improve πŸš€


Pinned Loading

  1. Hotel-manage-system Hotel-manage-system Public

    A full-stack Hotel Management System built with ASP.NET Core Web API, C#, Entity Framework Core, MS SQL Server, HTML, CSS, and JavaScript.

    C#

  2. MiniSocialMediaWeb MiniSocialMediaWeb Public

    A full-stack social media web application built with ASP.NET Core Web API, HTML, CSS, JavaScript, and SQL Server. Features include user authentication, profile management, post creation, likes, com…

    JavaScript

  3. NovelWriter.ai NovelWriter.ai Public

    An AI-powered novel and story generation system built with C#, .NET, XAML, NLP, Llama 3.1, and LiteDB.

    C#

  4. ToDoListApp ToDoListApp Public

    A user-friendly To-Do List Android app built with C#, .NET MAUI, XAML, and SQLite for efficient task management.

    C#

  5. weddingHallBooking weddingHallBooking Public

    A C# .NET Windows Forms application for managing wedding hall bookings, customer details, schedules, and reservations.

    C#

  6. E-Commerce-Website E-Commerce-Website Public

    A full-stack E-Commerce web application built with Java, Spring Boot, React.js, and SQL Server. Features include JWT authentication, product and category management, shopping cart, order processing…

    JavaScript