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PSImera/README.md

ML Engineer focused on Computer Vision, generative models, and LLM systems.

What I work with

Computer Vision & Generative AI
Python · PyTorch · TensorFlow · YOLOv8 · HuggingFace · EasyOCR
FLUX · Stable Diffusion · LoRA training · ControlNet · ComfyUI

LLM / RAG / Agents
LangChain · LangGraph · AutoGen
Qdrant · Weaviate · FAISS · Hybrid Search
LLMOps · Prompt Engineering · FastAPI · Docker


Stepik

Co-author of courses on LangChain, AI Agents (LangGraph / AutoGen / LLMOps), and Vector Databases (Qdrant / Weaviate / FAISS).


Background

15+ years in video production and sound design.
I work at the intersection of ML and media — applying generative AI to visual and creative tasks in practice, not just in theory.

Pinned Loading

  1. AI-Apex-Stat-Detector-Discord-Bot AI-Apex-Stat-Detector-Discord-Bot Public

    Read and parse statistics from screenshots. Give discord roles based on skill and rank. Skill level detect by AI

    Python 1

  2. apex_enemy_detect_demo apex_enemy_detect_demo Public

    AI tool to detect enemies in Apex Legends gameplay videos using YOLOv8. Final project for Deep Learning School (Stepik).

    Python

  3. download_tg_music download_tg_music Public

    Телеграм-бот для автоматического скачивания музыкальных релизов из заданных каналов. Парсит метаданные (артист, альбом, год, лейбл), скачивает треки и обложки в структурированные папки через MTProt…

    Python

  4. DataScienceProjects DataScienceProjects Public

    Yandex.Practicum DataScience projects

    Jupyter Notebook