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Janmejay2005/README.md

๐Ÿ‘‹ Hi, I'm Janmejay Kumar Singh Welcome

๐Ÿค– AI/ML โ€ข Full-Stack Development โ€ข AI Application Engineering

I'm a BCA student specializing in Artificial Intelligence & Data Analytics, passionate about building practical software and intelligent applications.

My work spans AI/ML, Generative AI, RAG systems, document parsing, full-stack development, data analytics, automation, and software engineering.

I learn by building real projects, experimenting with new technologies, and turning ideas into working applications.


๐Ÿง  What I Work With

๐Ÿ’ป Programming Languages

Python Java C++ JavaScript

Python โ€ข Java โ€ข C++ โ€ข JavaScript


๐ŸŒ Full-Stack Development

React Node.js Express.js MongoDB

MERN Stack โ€ข React โ€ข Node.js โ€ข Express.js โ€ข MongoDB โ€ข REST APIs


๐Ÿค– AI & Machine Learning

TensorFlow Scikit-learn

  • TensorFlow
  • Scikit-learn
  • Machine Learning
  • Generative AI
  • Large Language Models
  • AI API Integration
  • Speech Recognition
  • Prompt Engineering

๐Ÿงฉ Generative AI & RAG

I'm actively working with the building blocks behind modern AI applications:

  • ๐Ÿ”— Retrieval-Augmented Generation (RAG)
  • ๐Ÿ“„ Document Parsing
  • โœ‚๏ธ Text Chunking
  • ๐Ÿ”Ž Information Retrieval
  • ๐Ÿง  Embeddings & Vector Search
  • ๐Ÿ—‚๏ธ Knowledge Retrieval
  • ๐Ÿค– LLM Integration
  • ๐Ÿ› ๏ธ LangChain
  • ๐ŸŽ™๏ธ Speech-to-Text with Whisper

๐Ÿš€ Featured Work

๐Ÿงน Cleanytics

Currently working on Cleanytics, an AI-powered data cleaning and analytics platform.

The project focuses on making messy datasets easier to clean, understand, process and analyze through an intuitive interface.

Focus: AI โ€ข Data Cleaning โ€ข Data Analytics โ€ข React โ€ข AI Application Development


๐Ÿง  Humanize โ€” JSON, Plainly

A lightweight web application that converts complex JSON data into human-readable explanations.

The application supports JSON parsing, validation, file uploads, drag-and-drop input, automatic structure analysis, statistics and detailed hierarchical breakdowns.

It also demonstrates how structured data can be transformed into a format that is easier for humans to understand.

Tech: JavaScript โ€ข HTML โ€ข CSS โ€ข JSON Parsing โ€ข DOM Manipulation

View Humanize_jsonth โ†’


๐ŸŽ™๏ธ AI Voice Assistant

A Python-based AI voice assistant powered by an LLM.

The project combines speech recognition, LLM-based responses, function calling and external APIs to create a conversational voice interface.

It can interact with services such as weather, news, Wikipedia and YouTube.

Tech: Python โ€ข Gemini โ€ข Speech Recognition โ€ข Function Calling โ€ข APIs

View Voice Assistant โ†’


๐Ÿฑ Appa Mess Management System

A modern, offline-first Progressive Web Application designed for mess inventory, meal logging, student consumption tracking and financial reporting.

The project includes offline functionality, Google Sheets synchronization, Excel export, inventory management, budget analytics and shareable reports.

Tech: React โ€ข Vite โ€ข PWA โ€ข Google Apps Script โ€ข Google Sheets โ€ข IndexedDB โ€ข LocalStorage โ€ข SheetJS

View Appa Project โ†’


๐Ÿ” urVault

A Python-based password security and policy engine focused on password strength evaluation, policy enforcement, breach detection and security-oriented validation.

Tech: Python โ€ข Security โ€ข Password Analysis โ€ข APIs

View urVault โ†’


๐Ÿ“„ ResumeForgeAI

An AI-oriented resume application built with Python, application templates and configurable environment-based settings.

Focus: Python โ€ข AI Applications โ€ข Web Development

View ResumeForgeAI โ†’


๐Ÿ“… LNCT Time Table

An automated timetable management project designed around academic scheduling and timetable generation.

Tech: Java โ€ข JavaScript โ€ข HTML โ€ข CSS

View LNCT Time Table โ†’


๐Ÿงช Other Things I've Built

My repositories also include smaller projects and experiments that helped me build my programming foundation:

  • ๐ŸŽต Music applications
  • ๐Ÿ“Š Data analytics projects
  • ๐Ÿ’ฐ C++ billing systems
  • ๐Ÿงฎ C++ programming utilities
  • ๐Ÿ–ฅ๏ธ C programming & WAP projects
  • ๐ŸŽฎ Small JavaScript applications
  • ๐Ÿชจ Rock Paper Scissors
  • ๐Ÿ“‹ Attendance applications
  • ๐ŸŒ Web development experiments
  • ๐Ÿ“š Programming and academic projects

๐Ÿ”ฌ Areas I'm Exploring

Artificial Intelligence
        โ†“
Machine Learning
        โ†“
Generative AI
        โ†“
LLMs
        โ†“
RAG & Document Intelligence
        โ†“
AI Agents & Automation
        โ†“
AI-powered Applications

Alongside AI, I'm continuing to develop my skills in:

  • Full-Stack Development
  • Data Analytics
  • Backend Engineering
  • Software Architecture
  • APIs & Integrations
  • Cloud & Deployment
  • Application Security

๐Ÿ“ˆ Currently Learning

  • ๐Ÿง  Advanced Machine Learning
  • ๐Ÿค– Generative AI
  • ๐Ÿ”— RAG Systems
  • ๐Ÿ“„ Document Intelligence & Parsing
  • ๐Ÿ•ธ๏ธ AI Agents
  • โš™๏ธ AI Application Architecture
  • ๐ŸŒ Backend Development
  • โ˜๏ธ Cloud & Deployment

๐Ÿ› ๏ธ Tools

Git GitHub VS Code

Git โ€ข GitHub โ€ข VS Code โ€ข REST APIs โ€ข LangChain โ€ข Vite


๐Ÿ“Š My Development Philosophy

Build โ†’ Break โ†’ Understand โ†’ Improve โ†’ Build Again.

I believe the fastest way to learn technology is to use it to solve problems.

Every project is an experiment, and every experiment adds another tool to the toolbox. ๐Ÿงฐ


๐Ÿ“ซ Let's Connect

GitHub LinkedIn Email


๐Ÿš€ Building intelligent systems. Creating useful products. Learning every day.

Thanks for visiting my profile!

Pinned Loading

  1. LNCT-Time-Table LNCT-Time-Table Public

    Java

  2. urVault urVault Public

    Python

  3. Voice_Assistant Voice_Assistant Public

    AI voice assistant powered by Gemini LLM โ€” listens, thinks, and talks back using speech recognition, function calling, and live APIs for weather, news, Wikipedia & YouTube.

    Python

  4. vibeee45/Cleanytics vibeee45/Cleanytics Public

    Python 4