AI/ML engineer · automation consultant · creative technologist

I turn models and data into working products.

I build custom AI bots, automation pipelines, trained models, generative design systems, and production deployments — from the first dataset to the interface people actually use.

Remote / relocation Contract or full-time English / Russian
System architecture / live
01 CHANNELS 02 CONTEXT 03 MODEL 04 TOOLS 05 QA / MEMORY
Channels Telegram, Discord, web chat, email, CRM, or internal tools.
Current system
AI bot + workflow automation
What it delivers
Answers, actions, integrations, analytics.
Running
7+ Years studying and building with AI
30+ Generative collections launched
$50K+ Combined value across launched collections
End-to-end Data, training, integration, deployment, QA
Featured / Open-source model

A small model with a complete product around it.

PixelGPT combines dataset engineering, model training, browser inference, and interface design in one public project.

01 / Services

Concrete systems, not vague “AI solutions.”

Choose a service to see the actual deliverables, architecture, and type of outcome I can build.

Custom AI bot development and integration

Bots that answer — and actually do the work.

Custom assistants for web, Telegram, Discord, or internal tools. I connect models to your data, APIs, approval rules, analytics, and business workflows.

02 / System pipelines

The complete path from input to reliable output.

These diagrams are not decoration. Switch pipelines, inspect a stage, or let them run to see how I structure production AI work.

AI bot and workflow automation

A production assistant must retrieve the right context, use tools safely, and leave a trace that can be evaluated and improved.

01 / Inputs
Messages, documents, events, and operational data enter through controlled channels.
03 / Selected experience

Proof across product, automation, and creative technology.

Open each case to see the role, technical scope, and value delivered.

Product MLSmartist · U.S. startup

Custom model training and product integration

Prepared data, ran experiments, fine-tuned models, packaged inference, deployed the system, and iterated quality from product feedback.

PyTorchFine-tuningInferenceProduct integration
RoleAI/ML engineer
ScopeData → experiments → deployment
FocusStable product inference and quality iteration
AutomationInternational clients

Business automation ecosystems

Multichannel integrations, RAG and agents, analytics dashboards, QA loops, documentation, and team handover.

RAGAgentsAPIsDashboards
UsersE-commerce, real estate, services
ChannelsWeb, Telegram, Discord, internal tools
OutcomeLess manual work and faster operations
Creative technology30+ collections

Generative and interactive art systems

Custom creative models, real-time browser experiences, animated assets, and blockchain-ready production pipelines.

ONNXVGG-19WebGLTezos
OutputStatic, animated, and interactive assets
Proof30+ launched collections
Value$50K+ combined collection value
Design productionArt. Lebedev Studio · Moscow

Design automation meets production discipline

Built a foundation in high-quality visual production, rapid iteration, client communication, and the careful translation of design intent into repeatable systems.

Design systemsQuality controlCreative productionClient delivery
RoleCreative technology / design automation
StrengthPrecise visual QA and production readiness
ConnectionBridging ML, design, and automation
04 / Project fit

Turn a rough idea into a sensible engagement.

This lightweight planner recommends a starting scope. It is not an automatic quote — it helps us begin with the right conversation.

01 What is the main goal?
02 Where should it run?
03 What stage are you at?
2023 — Present

Freelance AI/ML & Automation Consultant

International clients

End-to-end AI ecosystems, custom model integration, RAG and agent workflows, analytics dashboards, design automation, documentation, training, and post-launch support.

Previous contract

AI/ML Engineer

Smartist · U.S. startup

Trained, fine-tuned, packaged, and deployed custom models for a production application; improved quality through testing and product feedback.

Previous role

Creative Technology / Design Automation

Art. Lebedev Studio · Moscow

Visual production, design systems, high-detail quality control, rapid iteration, and client-oriented delivery in a demanding creative environment.

2022 — 2023

AI Artist & Developer

Generative art projects

Built custom creative pipelines and interactive assets; launched more than 30 collections on Tezos with a combined value above $50K.

2020 — Present

Independent AI/ML Research & Development

Personal research

Open-source LLM and vision fine-tuning, multimodal systems, generative architectures, quantization, pruning, ONNX/TFLite, and cloud/edge inference.

Available for selected projects and roles

Let’s build the working version.

Send the problem, current workflow, or product idea. I can help define the architecture, build the system, and take it through deployment.