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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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ek2kk/README.md

Egor Kuznetsov

AI Engineer · LLM Products · Mamba

I build and deploy LLM-powered products: RAG systems, backend services, and inference infrastructure.

LinkedIn · Email

Selected projects

  • CV RAG backend — FastAPI service for answering questions about resumes using local embeddings and FAISS retrieval.
  • SW Factory — Local Kanban app for coordinating coding agents through specification, implementation, and code review in isolated Git worktrees.

Tech stack

LLM infrastructure

vLLM LiteLLM

Retrieval

FAISS Sentence Transformers

Backend

Python FastAPI

Data & messaging

PostgreSQL ClickHouse Redis Kafka

Infrastructure

Docker Kubernetes

Observability

Langfuse Prometheus Grafana

Education

Pinned Loading

  1. fraud-detection fraud-detection Public

    Jupyter Notebook 1 1

  2. support-agent support-agent Public

    Python

  3. automatic-traffic-sign-classification automatic-traffic-sign-classification Public

    Python

  4. cv-backend cv-backend Public

    Python

  5. synthgauge-reader synthgauge-reader Public

    End-to-end analog gauge reading pipeline with detection, keypoints, and regression

    Python