Ashmit Kumar

About Me

Know Me.

I’m an AI & ML Engineering student who grew into technology through early exposure to computers and continuous self-driven exploration. This background shaped a strong technical intuition and a deep interest in how systems behave in real-world conditions. I value long-term skill building, consistency, and understanding fundamentals that scale with experience.

Key strengths:

▹Early hands-on experience with computers and software environments
▹Strong independent learning ability and technical discipline
▹Comfort with complexity and unfamiliar problem spaces
▹Systems-oriented thinking developed through practical exploration
▹Long-term focus on growth, not shortcuts

My Learning Approach

Idea-First Exploration

I start with a concrete project idea aligned to the technology I want to master, ensuring every concept I learn serves a real and practical purpose.

Blueprint & Planning

Before writing code, I design the project’s structure — defining core features, architecture, and learning checkpoints to enforce clarity before execution.

AI-Assisted Scaffolding

I use AI to accelerate initial setup, while consciously reviewing and understanding every generated component instead of treating it as a shortcut.

Iterative Building & Learning

I develop the project step by step, learning deeply through implementation, refinement, and problem-solving at each stage.

Review, Refinement & Ownership

I finalize projects by cleaning the codebase, improving structure, and revisiting decisions so the outcome reflects engineering discipline, not just completion.

My Work

Featured Projects

A selection of my open-source contributions and technical experiments.

Rivone

RIVONE is a private music streaming web app built with Next.js, using Telegram as a secure backend storage. Features access-key based authentication, server-side audio streaming, and a clean Spotify-like listening experience — fully private, zero-cost, and self-hosted.

Explore Project

Rivault

Rivault — a user-space cloud filesystem with explorer-like UX, using Telegram as a distributed storage backend.

Explore Project

Portfolio

My personal portfolio — a glimpse into my work, skills, and developer Journey.

Explore Project

Freqcast

A Real-Time Streaming platform where creators share their unique ZAYKA through personal frequency— and listeners can tune in instantly on FreqCast.

Explore Project

HOMII

HOMII — AI-powered conversational home service booking system with web chat and Telegram integration, built entirely using free technologies for rapid Hackathon deployment.