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yodakkak/README.md

Youssef Dakkak

Software engineer working on machine learning pipelines, LLM desktop applications, and high-throughput data systems.

Projects

  • FrameWords — Desktop video and audio analysis application built with Electron, React, Node.js, and Python. Combines serverless GPU pipelines (Modal L4/A100 running faster-whisper and Qwen-VL) with local GGUF inference (node-llama-cpp) and multi-provider cloud LLM APIs.
  • opencl-quant-engine — GPU-accelerated backtesting and parameter sweep engine using custom OpenCL C99 fp64 kernels and PyOpenCL, verified for bit-exact parity against Python/NumPy reference implementations.
  • clickhouse-realtime-grid-engine — Asyncio WebSocket ingestion and strategy evaluation engine backed by ClickHouse and Redis, with genetic algorithm parameter optimization and a web monitoring interface.
  • mtf-lightgbm-optuna-pipeline — Multi-timeframe (1H/4H/1D) feature engineering, Optuna TPE hyperparameter optimization, and LightGBM / PyTorch LSTM training pipeline.
  • orderbook-ml-scanner — Multi-exchange (Binance, Bybit, OKX) real-time L2 order book slippage estimator and Random Forest / Gradient Boosting signal scanner with a PyQt5 interface.

Stack

  • Languages: Python, TypeScript, JavaScript, SQL, C (OpenCL C99)
  • ML & AI: LightGBM, Scikit-learn, PyTorch, Optuna, Numba, faster-whisper, node-llama-cpp, OpenAI / Anthropic / Gemini APIs
  • Data & Infrastructure: ClickHouse, DuckDB, Redis, PostgreSQL/Supabase, Polars, PyOpenCL, Asyncio, Docker, Modal
  • Frontend & Desktop: Electron, React, Tailwind CSS, FastAPI, Flask, PyQt5/PyQt6

Links

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  1. clickhouse-realtime-grid-engine clickhouse-realtime-grid-engine Public

    Real-time WebSocket ingestion and multi-instance strategy analytics engine built with Python Asyncio, ClickHouse, and Redis.

    Python

  2. mtf-lightgbm-optuna-pipeline mtf-lightgbm-optuna-pipeline Public

    Multi-timeframe feature engineering, LightGBM/LSTM training, and Optuna TPE walk-forward optimization pipeline.

    Python

  3. opencl-quant-engine opencl-quant-engine Public

    GPU-accelerated quantitative backtesting engine in OpenCL C99 (fp64) and PyOpenCL with bit-exact CPU parity verification.

    Python

  4. orderbook-ml-scanner orderbook-ml-scanner Public

    Multi-exchange (Binance, Bybit, OKX) real-time L2 order book slippage estimator and Scikit-learn signal scanner with PyQt5 GUI.

    Python