AI, Backend & Systems

I build systems that feel inevitable.

I’m Vigneshkumar — an AI & backend-focused engineer obsessed with reliability, clarity, and long-term impact.

The Lab

Selected work that demonstrates my approach to building systems. Focus on clarity, impact, and technical depth.

Sail Mate

AI/MLDesktopOffline

A desktop AI assistant that listens, responds, and automates — runs fully locally.

An Electron-based ML assistant that handles voice input, natural-language commands, and automation workflows without relying on cloud services. Designed for privacy and offline reliability.

Built with: Python, Electron, Speech Recognition, NLP

Obsyde

Full-stackProductDeployment

A task manager built like a real product — authentication, responsiveness, and deployment included.

A fully deployed full-stack task manager designed with real product constraints in mind. Focused on performance, predictable behavior, and a smooth UI that doesn’t get in your way.

Built with: React, Django, PostgreSQL, Docker, Render, Vercel

ForgeORM

BackendSystemsArchitecture

I wrote my own ORM from scratch — adapters, schema mapping, SQL inference, the whole works.

A modular ORM framework designed to understand what databases really do instead of hiding them. Supports SQLite and Postgres via adapters, type-safe field definitions, and automatic table creation.

Built with: Python, PostgreSQL, SQLite

What I Actually Do

Beyond frameworks and languages, I focus on solving problems with the right tools and architectural patterns.

Backend & APIs

Designing and implementing RESTful APIs and backend services that are predictable, well-documented, and easy to extend.

Django, FastAPI, Node.js, Go

Databases & Data

Designing schemas, thinking in queries, optimizing performance, and not abusing ORMs.

PostgreSQL, SQLite, Redis, MongoDB

AI & ML

From understanding the math to implementing models in code and productizing ML features.

Python, PyTorch, TensorFlow, Scikit-learn

Reliability & Systems

Measuring, observing, and improving systems instead of guessing. SLOs, monitoring mindset.

Docker, Kubernetes, Prometheus, Grafana

How I Think About Building

I don’t chase trends. I study fundamentals, design systems, and then use the right tools to build something that lasts.

I enjoy digging into why things break, not just patching bugs. Clean architecture, observability, and long-term maintainability matter more to me than short-term hacks.

Outside of code, I like thinking about products, tradeoffs, and how tech fits into real human problems — not just benchmarks.

Current

AI & ML Bachelor’s Student

Focus

Backend systems, AI-assisted products

Motto

"If we’re going to do it, we do it properly."

If my work aligns with your ambitions, let’s talk.

I’m open to internships, collaborations, and roles where I can own serious problems and grow fast.