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aria-tjr/README.md

Hi, I'm Aria 👋

I'm a Python & ML engineer. I build trading automation, ML-powered backends, and Kubernetes optimization tools.

Open to freelance work — crypto/forex bots, ML pipelines, FastAPI backends, MLOps. 📩 arya.tajeri@yahoo.com

Selected work

  • 🌱 GreenOps-Agent — Kubernetes energy optimization using LSTM + Prometheus + FastAPI
  • 🧠 NEXUS — 7-layer PyTorch crypto signal engine with regime detection
  • 📈 Advanced ML Trading Bot — XGBoost / LSTM / Transformer ensemble for Binance, Bybit, KuCoin
  • 🔮 CryptoPredictor — Cross-platform desktop ML price-prediction app
  • 🚗 Mobility App MVP — EIC Accelerator €2.5M grant project

Stack

Python · PyTorch · TensorFlow · scikit-learn · XGBoost · FastAPI · CCXT · Docker · Kubernetes · PostgreSQL · Prometheus

Let's build something

If you're working on a trading system, ML pipeline, or backend that needs a careful, honest engineer — send me a message.

Pinned Loading

  1. GreenOps-Agent GreenOps-Agent Public

    Kubernetes energy optimization agent using ML (LSTM) + Prometheus + FastAPI. Reduces cloud carbon footprint via intelligent workload scheduling.

    Python 2

  2. mobility_app_mvp mobility_app_mvp Public

    Smart urban vehicle sharing platform MVP — built for EIC Accelerator €2.5M grant project

    JavaScript 2

  3. advanced-ml-crypto-trading-bot advanced-ml-crypto-trading-bot Public

    🚧 WIP: Crypto futures trading bot with XGBoost, LSTM & Transformer models for Binance, Bybit, KuCoin

    1

  4. cryptopredictor cryptopredictor Public

    Cross-platform desktop app (BeeWare/Briefcase) for crypto price prediction with ML models

    Python 1

  5. fardayab fardayab Public

    AI-powered crypto signal Telegram bot using Freqtrade + GPT-4 analysis, deployed on Railway

    Python 1

  6. nexus-ml-signal-engine nexus-ml-signal-engine Public

    NEXUS: 7-layer ML crypto signal engine using PyTorch, regime detection, and Binance API

    Python 1