Muhammed Bodruk

Fullstack AI Developer

AI systems, engineered to last.

I turn rapid AI experimentation into durable products through strong foundations, rigorous workflows, and careful interfaces.

Explore selected work See how I build

Years building: 6+
Core focus: AI + Web
Mode: Hands-on

Selected workAtafen — Education Platform & CMS RCSF Project Nexus KAFL | NEXUS

Foundations create speed that does not collapse under pressure.

I started learning software young, before AI could hide weak fundamentals. Since GPT-3, I have treated models as an evolving engineering medium: testing workflows, harnesses, stacks, and review systems until experimentation becomes finished work.

I work across product, frontend, backend, and AI systems. My best work sits where pragmatic engineering meets polished user experience: typed data models, resilient server flows, and interfaces that make complex systems feel calm and usable.

AI DeveloperFullstack DeveloperProduct Builder

Selected systems

Not demonstrations of tools—finished products shaped by constraints, users, and the work required to keep them useful.

All projects

Node 01

Atafen — Education Platform & CMS

Atafen is a production-oriented full-stack platform for an education institution, combining a responsive public experience, authenticated content management, and a Supabase-backed data layer inside a single Next.js application. The architecture separates deploy-time brand identity from runtime institutional content, allowing the core product to be adapted to other education organizations while preserving a custom visual identity for each deployment.

Next.js 16
React 19
TypeScript
Tailwind CSS 4
shadcn/ui
Supabase

Examine case study

Node 02

RCSF Project Nexus

Full-stack esports operations platform for scrim sessions, team registration, leaderboards, sponsors, news, and admin control.

Next.js
React
TypeScript
Tailwind CSS
Framer Motion
Neon

Examine case study

Node 03

KAFL | NEXUS

AI-powered education analytics platform that converts exam result PDFs into actionable student guidance.

Next.js
TypeScript
PostgreSQL
Neon
Drizzle ORM
Tailwind CSS

Examine case study

A controlled build loop

AI changes the speed of implementation. It does not replace architecture, evidence, or judgment.

Discover

Find the real decision hidden inside the request, then define what proof looks like.

Architect

Shape data, interfaces, constraints, and acceptance criteria before velocity takes over.

Harness

Configure agents, tools, review loops, and small verifiable steps around the architecture.

Ship & evolve

Test, simplify, deploy, observe, and leave a system that can be maintained without heroics.

Capabilities under load

Tools matter when they hold their place inside a real system. Each layer carries a different kind of pressure.

Foundation

Node.js

Server-side product logic, API workflows, background jobs, and integration layers.

PostgreSQL

Relational modeling, migrations, indexes, JSONB, and query paths that stay understandable.

Drizzle ORM

Type-safe schema design and direct SQL-shaped data access for full-stack products.

REST API Design

Clear resource modeling, validation boundaries, predictable errors, and integration-ready endpoints.

Experiment

AI Product Development

Building AI-assisted products and workflows with practical agent tooling such as Claude Code, Codex, Antigravity, and OpenCode (OMO).

LLM Integration

Product integrations with OpenAI, Claude API, and Vercel AI SDK for useful, scoped AI features.

Python

Automation scripts, AI experimentation, data processing, and product prototypes.

Harness

Authentication & Security

Session design, JWT cookies, validation, and practical threat-aware admin flows.

Docker

Containerized development environments and deployable service foundations.

GitHub Actions

Basic CI workflows for linting, type checks, builds, and release safety.

Vercel

Deploying Next.js applications, managing environment variables, and reading build output.

Shipped

TypeScript

Strictly typed product interfaces, server actions, and durable shared contracts.

Next.js

App Router, Server Components, server actions, metadata, caching, and deployment flows.

React

Composable interfaces, accessible stateful UI, and performance-minded component boundaries.

Tailwind CSS

Responsive product interfaces, design tokens, dark systems, and polished interaction states.

UI/UX Implementation

Information hierarchy, interaction details, responsive systems, and visual polish.

Research records

Notes from the systems, constraints, and decisions behind the build.

All writing

2025.03.08Dev1 min

Turning Raw Data into Useful Product Dashboards

A dashboard is only useful when it helps someone make a better decision. That means the product has to do more than display charts. It needs clean ingestion, trustworthy validation, understandable grouping, and a visual hierarchy that shows what changed, what matters, and what should happen next.

Read record

2025.02.12Dev1 min

A Practical Shape for Admin-Heavy Next.js Products

Admin products fail when the interface is treated as an afterthought. The real work is usually in the boring parts: validation, permission boundaries, safe server actions, predictable forms, useful empty states, and tables that make repeated work faster.

Read record

2025.01.18AI1 min

Building with AI Agents Without Losing Engineering Discipline

AI coding agents are most useful when they are treated as focused engineering tools, not as a replacement for architecture. The output gets better when the task has clear boundaries, real acceptance criteria, and a review loop that checks behavior, types, accessibility, and product intent.

Read record

Muhammed Bodruk

Fullstack AI Developer

AI systems, engineered to last.

I turn rapid AI experimentation into durable products through strong foundations, rigorous workflows, and careful interfaces.

Explore selected work See how I build

Years building: 6+
Core focus: AI + Web
Mode: Hands-on

Selected workAtafen — Education Platform & CMS RCSF Project Nexus KAFL | NEXUS

Foundations create speed that does not collapse under pressure.

AI DeveloperFullstack DeveloperProduct Builder

Selected systems

Not demonstrations of tools—finished products shaped by constraints, users, and the work required to keep them useful.

All projects

Node 01

Atafen — Education Platform & CMS

Next.js 16
React 19
TypeScript
Tailwind CSS 4
shadcn/ui
Supabase

Examine case study

Node 02

RCSF Project Nexus

Full-stack esports operations platform for scrim sessions, team registration, leaderboards, sponsors, news, and admin control.

Next.js
React
TypeScript
Tailwind CSS
Framer Motion
Neon

Examine case study

Node 03

KAFL | NEXUS

AI-powered education analytics platform that converts exam result PDFs into actionable student guidance.

Next.js
TypeScript
PostgreSQL
Neon
Drizzle ORM
Tailwind CSS

Examine case study

A controlled build loop

AI changes the speed of implementation. It does not replace architecture, evidence, or judgment.

Discover

Find the real decision hidden inside the request, then define what proof looks like.

Architect

Shape data, interfaces, constraints, and acceptance criteria before velocity takes over.

Harness

Configure agents, tools, review loops, and small verifiable steps around the architecture.

Ship & evolve

Test, simplify, deploy, observe, and leave a system that can be maintained without heroics.

Capabilities under load

Tools matter when they hold their place inside a real system. Each layer carries a different kind of pressure.

Foundation

Node.js

Server-side product logic, API workflows, background jobs, and integration layers.

PostgreSQL

Relational modeling, migrations, indexes, JSONB, and query paths that stay understandable.

Drizzle ORM

Type-safe schema design and direct SQL-shaped data access for full-stack products.

REST API Design

Clear resource modeling, validation boundaries, predictable errors, and integration-ready endpoints.

Experiment

AI Product Development

Building AI-assisted products and workflows with practical agent tooling such as Claude Code, Codex, Antigravity, and OpenCode (OMO).

LLM Integration

Product integrations with OpenAI, Claude API, and Vercel AI SDK for useful, scoped AI features.

Python

Automation scripts, AI experimentation, data processing, and product prototypes.

Harness

Authentication & Security

Session design, JWT cookies, validation, and practical threat-aware admin flows.

Docker

Containerized development environments and deployable service foundations.

GitHub Actions

Basic CI workflows for linting, type checks, builds, and release safety.

Vercel

Deploying Next.js applications, managing environment variables, and reading build output.

Shipped

TypeScript

Strictly typed product interfaces, server actions, and durable shared contracts.

Next.js

App Router, Server Components, server actions, metadata, caching, and deployment flows.

React

Composable interfaces, accessible stateful UI, and performance-minded component boundaries.

Tailwind CSS

Responsive product interfaces, design tokens, dark systems, and polished interaction states.

UI/UX Implementation

Information hierarchy, interaction details, responsive systems, and visual polish.

Research records

Notes from the systems, constraints, and decisions behind the build.

All writing

2025.03.08Dev1 min