softwarerror

AI Services. Web Development. Apps. Data.

We design and build websites, applications, data solutions, and AI-powered workflows with clean interfaces, strong performance, and a straightforward delivery process.

AI Services

AI workflows, agentic automations, and human-in-the-loop systems that help reduce repetitive work and speed up decisions.

Web Development

Marketing sites and landing pages with modern UX, accessibility, and SEO.

Apps

Product-ready applications — auth, roles, forms, dashboards, and clean APIs.

Data

Reporting, analytics, and automation to turn raw data into decisions.

Recent Work

Explore what I’ve been working on — internal tools, product releases, and client solutions.

AI inbox agent workflow in n8n

AI Inbox Cleanup Agent

Built in March 2026

An AI-powered email triage workflow that reviews incoming Gmail messages, scores how likely each email is safe to delete, and sends a structured daily summary. Built with n8n, Gmail, and OpenAI, with human review kept in the loop before any destructive action.

CI/CD pipeline diagram

CI/CD Pipeline with GitHub, Docker & AWS

Ongoing infrastructure — active since 2025

Every push to GitHub triggers an automated pipeline that builds Docker images, runs checks, and deploys updated containers to an AWS instance. Secrets are managed via GitHub Actions, giving consistent, repeatable deployments without manual SSH steps.

babyLLM visualization
News

babyLLM

Released on 7/29/2025

A toy language model trained from scratch to solve simple math using tokenization, embeddings, and a hand-built training loop — all 100% local with no APIs.

OptiCut UI
New App

OptiCut

Version 1.0.0 – Released on 7/4/2025

A length-based material cutting optimizer that minimizes waste and maximizes efficiency — works for wire, cable, metal, wood, fabric, and more.