Full-stack Engineer 👩🏻‍💻 | Freelancer | Web & AWS Expert | Hobbyist Music Producer ♪

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hashnode

Amit Kumar • Peerlist

I love ideating and creating products end-to-end.

<h3>An AI English Coach for India</h3>English Connection is an innovative AI-powered English coach designed specifically for learners in India. It offers a comprehensive platform to practice speaking, rebuild sentences, and perfect pronunciation, all while fostering fluency and engagement through gamified elements.<ul><li>AI Partner: Engage in realistic conversations with an AI partner to practice speaking English fearlessly.</li><li>Jumble Words: Rebuild sentences by arranging jumbled words, enhancing sentence construction skills with helpful hints.</li><li>Pronunciation Agent: Receive instant feedback on your pronunciation, with detailed analysis to help you fix errors and improve clarity.</li></ul>The platform focuses on building confidence and fluency through features like instant feedback, XP points, daily streaks, and badges. Learners can track their progress, level up, and compete on leaderboards, making the learning journey motivating and rewarding. The AI is designed to be empathetic, celebrating wins, steadying nerves, and providing gentle nudges for continuous improvement. Content is curated daily based on individual struggles and interests, covering topics from career and studies to culture and wellness.

English Connection — Speak English Fearlessly

We're introducing a new medium for knowledge transfer, one that mimics how our brains connect concepts.Graphmind is the world's first learning harness that builds and follows a structured knowledge trail to teach, test, and help you master knowledge.A trail is a curated path through a topic, an ordered sequence of steps that takes you from where you are to real understanding.Instead of jumping between videos, articles, courses, and AI chats, you get a path that shows you what to learn, what comes next, and how each concept connects to the bigger picture.You can pick an existing trail or create your own. GraphMind guides you through it, tests your understanding along the way, and adapts the experience based on what you actually know.<h3>What is a trail? </h3>A trail is the backbone of a topic you want to understand. It captures the core of the subject as a hierarchy of connected nodes, giving you a clear path from where you are to real understanding.GraphMind's harness visits each node along the way. It checks whether you can actually demonstrate that you understand it, and teaches you when you don't. This keeps the AI on the trail instead of letting it get lost in the woods.And it's not just AI saying, “I think you know this.” Our algorithms continuously track your mastery of each concept, so your progress is based on what you can actually demonstrate.<h3>The philosophy behind GraphMind</h3>Long before we'd heard anyone put it into words, we kept hitting the same wall: you can't just tell an AI “teach me x” and expect to learn. It wanders, loses the thread, and never checks whether anything actually landed. So we built a harness to keep it on the trail. Only later did we find Andrej Karpathy describing the very same problem, and pointing at the very same kind of answer.Andrej Karpathy described two ideas that capture this problem particularly well:“Keep AI on a leash.” And use LLMs as a medium for transferring knowledge between people.<h3>GraphMind takes these ideas in a similar direction.</h3>Our learning harness keeps the AI on a structured trail instead of letting the conversation wander. The trail provides the structure; the AI provides the interaction.And when that knowledge is mapped and published, it can become a way for someone else to learn from the structure you've built.AI shouldn't just give you answers. It should help you build understanding.

GraphMind

A Web App to write, publish and draft Articles. This project was a 1-day assignment which helped me get hired in a startup as an intern. 

1. Write articles using Rich Text Editor.
2. Publish Articles.
3. Draft Articles.
4. Published and Dr

Article Editor and Viewer Playground

A minimalist markdown editor and viewer based on tailwindcss and React components.

Markdown Editor and Viewer Online

MeTrack provides hand-picked YouTube courses, real-time discussions, sharing projects, and getting feedback on them. We believe in Build-in public and Proof of Work.

Features:

1. Real-time discussion panel with markdown support.
2. See wh

MeTrack

Tkinter based text-editor in Python. 

1. Basic Text Editing
2. Reading from File
3. Writing to file
4. Saving Changes

TECH: Tkinter, Python