Venius24

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Venius24

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AI engineer · Python · LLM · RAG

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Achievements

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Venius24/README.md

AI engineer. LLM systems, RAG, evaluation, Python backends.

BuyShark — SaaS for Kaspi.kz sellers, ran in production Jul–Oct 2026, with an LLM buyer-chat agent
manual-rag — RAG service from scratch: pgvector + Postgres FTS hybrid retrieval, recall@k/MRR evaluation
llm-api-engineering — tool-calling loop over a RAG tool, streaming, structured outputs
ML-DATA — leakage-free tabular regression, validated on an unseen month
CheapKZ — price monitoring with anomaly detection and explainable deal scoring

Contributor to fairlearn and Sentient.

Pinned Loading

buyshark-kaspi-seller-automation buyshark-kaspi-seller-automation Public

SaaS for Kaspi.kz sellers, ran in production Jul–Oct 2026 (now closed): repricing engine, XML price feeds, orders, LLM buyer chat. FastAPI + React.

Python 1
manual-rag manual-rag Public

RAG from scratch (no LangChain): FastAPI, PostgreSQL/pgvector, BGE-M3, DeepSeek, with reproducible retrieval and generation evals.

Python
cheapkz cheapkz Public

Self-hosted price monitor for Kaspi.kz, OLX.kz, Krisha.kz and flights: explainable Hot Score and Telegram deal alerts.

TypeScript
duoduo duoduo Public

Gamified English and Chinese learning platform for Russian speakers: SM-2 spaced repetition, leagues, Next.js + Prisma.

TypeScript
ML-DATA ML-DATA Public

Leakage-free NYC taxi trip duration regression, validated on an unseen month; every reported number is reproducible from scripts.

Jupyter Notebook
llm-api-engineering llm-api-engineering Public

Small FastAPI LLM backend: structured outputs, tool calling with validation, streaming, and a RAG tool backed by manual-rag.

Python