Max K — ML / NLP Engineer portfolio

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Hey there!

I'm Max, an ML / NLP engineer focused on applied LLMs and end-to-end production pipelines.

I work in the news domain.

Open to ML / AI engineering positions with end-to-end responsibility.

Projects

AntiSMI

Production news platform — 3M+ articles since 1999, 10+ microservices.

News
News portal with LLM digests, vector search, clustering and trends.
Bot
Personal news aggregator in Telegram.

Services REST API Dashboards AI Chat MCP Server

Apps

Epoha
Interactive timeline of world history.
news-guessr
Guess the date by news headlines.

Research & data

News Datasets
Unique news datasets.
Banks' clients
Predicting the behaviour of bank customers.

Skills

PyTorch

HuggingFace

scikit-learn

Fine-tuning

Classification

Embeddings

Clustering

Semantic search

RAG

Summarisation

LLM APIs

Prompt engineering

Tool calling

MCP servers

AI agents

LLM-as-a-judge

Fact-checking

Claude Code

Python

FastAPI

Pydantic

PostgreSQL

pgvector

asyncpg

SQLAlchemy

aiogram

APScheduler

Streamlit

AWS S3 / SQS

Apache Superset

Grafana

Prometheus

Umami

Power BI

Redash

A/B testing

Complex SQL

Docker Compose

Git

GitLab CI/CD

Linux shell