Available for opportunities

Hi, I'm Ahmet Melih

Student developer building quantitative trading systems, ML pipelines, and full-stack applications. Currently running a crypto trading bot with a stacked Mamba SSM + XGBoost ensemble.

View ACMF Project GitHub

Tech Stack

PythonPyTorchTypeScriptReact / Next.jsFastAPIPostgreSQLDockerRedisBinance APIasyncioPrometheusNginxGit

Projects

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Featured

ACMF — Automated Crypto Market Framework

Production-grade quantitative trading bot for BTC/USDT perpetuals on Binance Futures. Uses a stacked ML ensemble (Mamba SSM hidden states + XGBoost classifier) with a 6-layer pipeline executing every 15 minutes. Includes live performance dashboard, risk management, and automated monitoring.

PythonPyTorchXGBoostFastAPIPostgreSQLDockerBinance API

Get in Touch

Interested in collaborating or have questions about my projects? Reach out through any of these channels.

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