Full Stack AI & MLOps engineering

Senior Full-Stack & AI/ML Engineer · ML DevOps

⚡ Next.js🐍 FastAPI☁️ EKS📱 React Native☸️ Kubernetes

What I recently finished

Fitness MLOps platform

Next.jsFastAPIKubernetesXGBoostChromaDBMLflow
Case study

What I Deliver

Full Stack to production,
AI & MLOps included

01🤖

AI & ML in production

Models and features users touch: RAG, APIs, evals, and guardrails, with MLflow-style versioning, monitoring, and rollouts so shipping stays safe.

02🚀

Full stack & platform

Web and mobile, data, auth, payments, and the deployment story: containers, CI/CD, and observability so AI workloads behave in production.

03📱

Mobile Apps

React Native for iOS and Android: store-ready builds, native UX patterns, and APIs wired to your product - whether mobile-first or alongside the web.

04⚡

MVP in 1 Week

From concept to working product. Validated, tested, and ready for users.

Platforms I Built

Selected Work

01
07
01

MLOps · Production ML

Fitness MLOps Platform

Live reference stack: Next.js 15 on Vercel → FastAPI on EKS (HPA 3-20 pods), XGBoost inference with ChromaDB RAG, MLflow model registry, AWS Lambda retrains, GitHub Actions → ECR deploys, Grafana + Prometheus dashboards. StatefulSets and real cluster ops, not compose-only demos.

▲Next.js⚡FastAPI☸️Kubernetes📈XGBoost🧬ChromaDB🔄MLflow
Case study
02

Creator Economy

Playboy.com Platform

Enterprise content creator platform supporting millions of users. I organized and led a front-end engineering team to build sophisticated content management systems and monetization infrastructure for one of the world's most recognized brands.

▲Next.js💎Ruby on Rails
Visit Platform
03

Creator Economy

Fanfix

Next-generation creator monetization platform empowering creators with subscription management, exclusive content delivery, and fan engagement tools. Built scalable infrastructure to support rapid growth and creator success.

▲Next.js💚Node.js
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04

AI Talent Matching

Truly

Like Toptal, but with AI. Verified IT talent platform where developers register, undergo assessments, and get matched with companies through AI-powered matching based on technologies, seniority, and experience.

▲Next.js🔗tRPC🐘PostgreSQL🧠OpenAI
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05

Automotive AI

AutoVnos.bg

Comprehensive supplier management platform for car delivery services. I built a complete system where suppliers register, submit offers for customer requests, and manage the entire car delivery process with status tracking, secure contact management, and administrator-controlled approval workflows. Integrated AI-powered offer analysis to optimize pricing and delivery timelines.

▲Next.js🔗tRPC🐘PostgreSQL🤖AI🧠OpenAI
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AI
06

AI Fashion

AI Fashion Studio

AI-powered clothing customization platform. Browse a catalog of garments, generate unique AI designs on any piece, preview realistic mockups, and order directly. Turning fashion ideas into wearable products instantly.

▲Next.js🧠OpenAI🎨Stable Diffusion💳Stripe
🚧 Coming Soon
AI
07

AI Interior Design

RoomVision AI

Smart furniture shopping platform. Snap a photo of your room, get AI-powered suggestions for furniture that fits your space and style. See realistic renders of how pieces look in your room before buying.

▲Next.js🧠OpenAI👁️Computer Vision🎮3D Rendering
🚧 Coming Soon

Ready to build something exceptional?

Ready to discuss your project? Pick a time below.

dimitar@petrov.build+359 899 955 017LinkedIn

The Engineering Mind

Dimitar Petrov - Founder & Engineering Lead at Petrov.Build

Dimitar Petrov

Ready to discuss your project? Pick a time below.

dimitar@petrov.buildLinkedIn
✈️Traveller🏋️CrossFit💻10+ Years Dev🇧🇬Sofia, Bulgaria☕Coffee Lover🚀Startup Enthusiast🚗Car Enthusiast