# AI & Full-Stack Developer
I build AI-powered applications, automation systems, and production-ready software from concept to deployment. I work across the full development lifecycle—from understanding requirements and researching technical solutions to development, testing, deployment, monitoring, and optimization.
My focus is on building reliable software that solves real business problems. Rather than simply connecting an application to an AI API, I design the surrounding systems needed to make AI features practical and dependable, including AI pipelines, backend services, databases, automation, background processing, infrastructure, validation, and quality control.
## WHAT I CAN BUILD
### AI Applications & Automation
I build AI-powered applications and automation workflows using technologies such as Claude and OpenAI APIs.
My experience includes AI content generation, prompt engineering and pipelines, automated workflows, intelligent validation, AI-powered quality-control systems, and applications that use AI to analyze, transform, and process information.
I also focus on reliability and measurable results. Since AI outputs can be inconsistent, I implement validation and quality-control mechanisms to identify incorrect or low-quality results automatically.
In one AI video-generation system, I helped reduce false quality flags from **93% to 3%** and improved audio/video synchronization drift from approximately **430ms to under one frame**.
### Full-Stack Web Applications
I develop complete web applications across both frontend and backend systems.
My experience includes **Node.js, Express, React, Next.js, PostgreSQL, and Supabase**, along with API integrations and production application architecture.
I can implement features such as secure authentication, role-based access control, subscription and payment systems using Stripe, credit-based systems, admin dashboards, team and seat management, database logic, and third-party integrations.
I approach full-stack development as an integrated system, ensuring that the frontend, backend, database, APIs, and external services work together reliably.
### Video, GPU & Backend Infrastructure
I have hands-on experience building and maintaining infrastructure for AI-powered video and media-processing systems.
My experience includes **FFmpeg, BullMQ, Redis, Python, FastAPI, Docker, RunPod, GPU workloads, background job processing, and automated testing**.
For AI workloads, I work with processing pipelines, queues, GPU infrastructure, backend services, and automation to improve reliability and efficiency.
I also maintain a **70+ check automated test suite** designed to catch regressions and ensure that new changes do not break existing functionality.
## RECENT AI VIDEO PROJECT
One of my recent projects involved building and improving an AI video-generation platform for a European SaaS company.
The platform takes a plain-text script and transforms it into a finished **1080p video** using AI-generated visuals, animation running on self-hosted GPUs, video processing, and a lip-synced AI presenter.
My work spans the system end-to-end, including the AI generation pipeline, backend services, video processing, GPU infrastructure, automation, quality-control systems, testing, and optimization.
Working on this type of system has given me practical experience solving real challenges in AI production environments, including inconsistent model outputs, synchronization issues, GPU workloads, background processing, automated validation, performance optimization, and maintaining quality as the system evolves.
## HOW I WORK
I approach software development as a complete engineering process rather than simply writing code.
I start by understanding the requirements and the underlying problem, research possible solutions, evaluate the technical trade-offs, and implement the most practical approach. From there, I test the system, deploy it, monitor its behavior, and make improvements based on real-world results.
I value **clear communication, realistic estimates, technical transparency, and accountability**. When I encounter a technical challenge or unexpected limitation, I communicate it early, explain the situation clearly, and focus on finding a practical solution.
Whether you need to integrate AI into an existing product, automate a manual workflow, build an AI-powered application, develop a full-stack web application, or improve an existing system, I can help turn the requirement into a reliable, maintainable, and production-ready solution.
