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BDaaac/README.md

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About me

I'm a Data Science student who treats every project as a production system.
I don't just train models — I architect pipelines, deploy APIs, build UIs, and ship things people can actually use.

  • Currently at EY Academy of Business · ex-Backend dev at Agency of RK for Financial Market Regulation
  • Hackathon competitor — always the solo technical contributor on the team
  • Interested in: explainability (SHAP), multi-agent systems, RAG, local LLMs
  • Languages: Kazakh (native) · Russian (C2) · English (B2)

Currently learning: LLM fine-tuning · computer vision at scale · MLOps


Tech Stack

AI / Machine Learning

Python PyTorch CatBoost XGBoost LightGBM scikit-learn LangChain Pandas NumPy

Backend

Python FastAPI Django PostgreSQL MySQL Redis

Frontend

React JavaScript HTML5 CSS3

DevOps & Tools

Docker MinIO Nginx Linux Git GitHub Actions


Projects

Live in production

Project Stack Description
DTC Central Asia Django · PostgreSQL · Docker · MinIO Commercial e-commerce platform for furniture hardware — built, deployed, maintained
Qazaq Genius Django · React · Docker · MinIO · PostgreSQL Platform for translating Kazakh songs preserving cultural context and emotion

AI / ML systems

Project Stack Description
Saga Platform FastAPI · LangChain · MCP · Docker Multi-agent AI for meal planning. CV food analysis + RAG + auto cart via VkusVill MCP
AI Lawyer Saiga-2 · Streamlit · Vector DB Legal assistant for Kazakhstan law — RAG kills hallucinations, semantic search over legal code
Car Damage Classifier PyTorch · FastAPI · Docker CNN for vehicle damage detection. Full pipeline: augmentation → training → REST API. Acc — 95%
LLM Book Translator Python · Aiogram · BeautifulSoup4 Book translation bot with dynamic glossary to keep context across large volumes

Hackathons

Project Stack Result
Churn Prediction CatBoost · SHAP · Pandas 3-class model on 28M+ rows, cascading architecture — HackNU 2026 finalist
PathoAI UNet++ · MAnet · EfficientNet-B4 Medical biopsy segmentation, val IoU ~0.83 — AI in Healthcare 2026
QazGeoAI CatBoost · RuBERT · ChromaDB Geospatial investment analysis for Kazakhstan — Decentrathon 5.0

Work Experience

Backend Developer — Agency of RK for Financial Market Regulation · Sep 2025 – Feb 2026
Fault-tolerant backend on Django, full cycle from DB schema design to deployment.

Digital Marketer — EY Academy of Business · Feb 2026 – present
Brand identity compliance, marketing materials, digital asset management.


GitHub Activity





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