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Achievement: Pull SharkAchievement: Pair Extraordinaire

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Achievement: Pull SharkAchievement: Pair Extraordinaire

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nick9248/README.md

Nick Ashouri

LLM Engineer & BI Developer · Arnsberg, Germany

Building AI pipelines that handle real documents — not demos.

At work

Azure Function App (GPT-4.1 · LangChain · Azure Functions) automating document classification, indexing, and case summary generation for a healthcare DMS — ~100 documents per day, 85% accuracy, reduced from ~30 minutes to seconds per document.

Power BI dashboards integrating Microsoft Navision ERP, Enaio DMS, and Microsoft HR across 8 departments.

Personal projects

  • Options Trading System — BTC/ETH decision-support platform: market regime detection (LightGBM), displacement scanner, on-chain analytics (GEX/DEX, max pain), Telegram alerts. Deployed 24/7 on VPS.
  • Polymarket Bot — Copy-trading automation using EIP-712 signed blockchain transactions on Polymarket's CLOB.

Research

3 peer-reviewed publications on rehabilitation analytics and clinical data science. Corresponding author on 1.

Stack

Python · LangChain · Azure OpenAI · LightGBM · XGBoost · PostgreSQL · Power BI · SQL

LinkedIn

📍 Arnsberg, Germany · Open to AI Engineering roles in DE · NL · CH · US

Pinned Loading

  1. onchain_dashboard onchain_dashboard Public

    Local web dashboard for BTC/ETH on-chain options analytics — GEX/DEX, max pain, IV surface, block trades. Flask API + React frontend.

    JavaScript

  2. polymarket_bot polymarket_bot Public

    Polymarket prediction market automation — yield farming near-expiry markets and copy-trading via EIP-712 CLOB orders. Runs 24/7 on VPS with Telegram alerts and risk guards.

    Python

  3. rsc_option_trading rsc_option_trading Public

    BTC/ETH options trading decision-support platform — LightGBM regime detection, displacement scanner, on-chain analytics (GEX/DEX, max pain), PySide6 GUI, Deribit API

    Python