FULL-STACK AI DEVELOPER

I Build AI Systems. I Rebuild What Breaks.

Full-stack developer focused on applied AI, real products, and resilient engineering.

ABOUT ME

Building Systems That Last

I learned to rebuild after setbacks and carried that mindset into engineering

Martin Pinter
Martin coding

Every system fails eventually. The interesting part is what happens next. I focus on building things that are honest about their constraints and resilient when pressure comes.

What started as recovery became a methodology: understand what broke, remove what doesn't serve the goal, strengthen what remains.

Discipline over motivation

Consistency beats intensity. Show up every day.

Clarity over noise

Remove what doesn't serve the goal.

Systems over shortcuts

Build foundations that compound over time.

SERVICES

What I Build

Focused on practical applications that solve real problems

app.tsx
1constapp
2asyncfetchData
3awaitdb.query
4returnresponse
5}
6exportdefault
React
TypeScript
Node.js
PostgreSQL

Full-Stack Development

End-to-end web applications with clean architecture, from database design to polished user interfaces.

LLMs
RAG
Prompts
Agents
Output

AI Integration

Practical applications of language models in development workflows, automation, and product features.

System Architecture

Designing scalable, maintainable systems that handle real-world load and edge cases gracefully.

Automation & Bots

Building tools that handle repetitive work, from social media bots to deployment pipelines.

Performance Optimization

Identifying bottlenecks and implementing solutions that make systems faster and more reliable.

API Development

Clean, well-documented APIs that are easy to integrate and maintain over time.

EXPERTISE

Core Capabilities

Specialized skills refined through years of building production systems

AI Integration

Practical applications of language models in development workflows, automation, and product features.

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Full-Stack Development

End-to-end web applications with clean architecture, from database design to polished user interfaces.

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System Architecture

Designing scalable, maintainable systems that handle real-world load and edge cases gracefully.

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DevOps & Infrastructure

Building reliable deployment pipelines, monitoring systems, and infrastructure automation.

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Problem Solving

Tackling complex technical challenges with creative solutions and systematic debugging approaches.

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PROCESS

How I Work

A systematic approach to building reliable software

01Diagnose
02Build
03Test
04Ship
STEP 1 OF 4
01

Diagnose

Every project starts with understanding. I dig into requirements, identify constraints, and map out what success looks like before writing any code.

Requirements analysis
Technical feasibility
Architecture planning
Risk assessment
SYSTEM ARCHITECTURE

Architecture in Action

Watch how I identify bottlenecks and optimize system architecture

SYSTEM INITIALIZED
API Gateway
API v2
Auth
Cache
Queue
Core
ML Engine
Primary DB
Replica
TECH STACK

Stack Agnostic

Frontend
Backend
Database
DevOps

The right tool for
the right job.

I don't lock into one stack. Every project gets the architecture it deserves—chosen for the problem, not from habit.

Modern AI-powered workflows let me move fast across any stack

Full-Stack DevelopmentAI IntegrationSystem ArchitectureResilient EngineeringProblem SolvingModern WorkflowsFull-Stack DevelopmentAI IntegrationSystem ArchitectureResilient EngineeringProblem SolvingModern WorkflowsFull-Stack DevelopmentAI IntegrationSystem ArchitectureResilient EngineeringProblem SolvingModern WorkflowsFull-Stack DevelopmentAI IntegrationSystem ArchitectureResilient EngineeringProblem SolvingModern WorkflowsFull-Stack DevelopmentAI IntegrationSystem ArchitectureResilient EngineeringProblem SolvingModern WorkflowsFull-Stack DevelopmentAI IntegrationSystem ArchitectureResilient EngineeringProblem SolvingModern Workflows

Let's Build Something Together

Have a project in mind? Looking for someone who values reliability over shortcuts? I'd like to hear about what you're building.