Maxim Udalov

Senior Python Developer | ML Engineer | LLM Agents

5+ years of experience in backend development and ML solutions. Specializing in LLM agents, MLOps, and cloud infrastructure. Working remotely, ready for challenging projects.

Contact Me My Experience
Maxim Udalov

About Me

Hi! I'm a Python developer with deep expertise in machine learning and LLM systems. Over 5+ years, I've progressed from junior developer to senior engineer, working directly with CTOs and CEOs of tech companies.

My specialization is building production-ready AI solutions: from architecture design to Kubernetes deployment. I can not only write code but also establish processes, set up CI/CD, and ensure system reliability.

University Degree
5+ Years Experience
Saint Petersburg
Remote only
English C1
Crypto-friendly

Skills

Backend Development

Python FastAPI Flask SQLAlchemy Celery REST API

LLM & AI

LangChain LangGraph OpenAI API RAG ChromaDB Prompt Engineering

DevOps & Infrastructure

Docker Kubernetes CI/CD Ansible Linux Nginx

Databases

PostgreSQL Redis ClickHouse MongoDB SQL

MLOps

Langfuse LiteLLM VLLM Grafana Prometheus

Message Queues & Tools

RabbitMQ Celery Git GitLab Pytest

Work Experience

Senior Python Developer | LLM Agents | MLOps

March 2025 — Present

NDA AI Startup, Moscow

Python FastAPI LangChain OpenAI Kubernetes Redis ClickHouse Grafana GitLab CI/CD
  • Designing and developing backend services: CRUD, integrations, data preparation for LLM
  • Monolith decomposition into microservices (sessions, payments, NLP, reporting)
  • LLM production integration: RAG pipelines, caching, fault tolerance
  • Kubernetes cluster deployment, CI/CD and monitoring setup
  • Async Celery pipeline processing up to 1000 documents per hour

LLM Integration Engineer

January 2025 — March 2025

NDA

Python FastAPI LangChain OpenAI Gemini ChromaDB MongoDB Redis Bitrix24 API
  • Developing AI agents with multi-threaded dialogue and document flow support
  • Integrating agents into Bitrix24 as intelligent assistants
  • Implementing Self-RAG for improved vector search accuracy
  • FastAPI admin panel for realtime prompt editing
  • Fullstack messenger (FastAPI + React) for agent demonstration

AI-agents & Prompt Engineer

December 2023 — January 2025

Sberbank

Python FastAPI GigaChain ChromaDB RAG Alembic Linux
  • Designing RAG systems with self-RAG and ChromaDB vectorization
  • Developing multi-agent systems: critics, validators, finalizer agents
  • Prompt engineering: validation, filtering, query optimization
  • Tool-based computations to eliminate LLM hallucinations
  • Creating reusable library for other teams

Backend Python Developer

March 2023 — December 2023

Crypto Project

Python FastAPI PostgreSQL Redis RabbitMQ Celery Grafana TON
  • Developing library for TON blockchain interaction
  • Microservices for media transformation and generative pipelines
  • Grafana dashboards, alerts, and business metrics
  • GitLab CI/CD setup, runners, test environments

Backend Python Developer

January 2021 — March 2023

SimbirSoft, Ulyanovsk

Python FastAPI SQLAlchemy PostgreSQL RabbitMQ Redis WebDAV Elasticsearch Selenium
  • WebDAV server customization with Elasticsearch integration
  • Fintech messenger on WebSockets with speech recognition
  • Process automation via Selenium and BeautifulSoup
  • Backend for Telegram Web Apps with CI/CD and monitoring
  • SQL query optimization and data flow improvements

Ready for New Projects

I can build servers and backend of any complexity in Python. Implementing LLM agents, monitoring, dashboards.

Discuss Project

Contact

Get in Touch

I prefer communication via Telegram, but also available by phone and email.

@Gerardsoo
+7 (987) 633-64-78
kohiry.work@gmail.com
Saint Petersburg, Russia