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Isa Barkinhoev

@DerzaganConnected with DSML. This person's Telegram account has been confirmed through DSML Kazakhstan.

ML Engineer

I'm a 4th-year student at ENU building things in CV and NLP/RAG — YOLO-based detection/tracking pipelines and RAG systems for legal/HR document search. Currently at HardCode, shipping models to production and breaking (then fixing) my own AI assistant's security holes.

Career

Experience: 1 years

Experience

ML Engineer

HardCode

May 2025 — Oct 2026

I built and shipped CV pipelines (YOLO, RT-DETRv2, ByteTrack) for object detection/tracking and a RAG-based AI assistant for HR/legal docs at HardCode, hitting up to 0.94 mAP50 and finding a critical security vulnerability I then patched myself.

Education

Institute of Digital Sciences and Artificial Intelligence, Department of Information Systems.

L.N. Gumilyov Eurasian National University

2023 — 2027

Selected projects

Decentrathon 5.0 (AI inDrive track)

Decentrathon 5.0 (AI inDrive track): Built inVision U, an AI candidate-scoring system — Telegram bot for application intake, FastAPI scoring engine powered by Groq/Llama 3.3 70B, and a Streamlit dashboard for the admissions committee, with AI-essay detection and human-in-the-loop review.

Open project

Skills

PythonJavaC#JavaScript