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Achievement: Pull SharkAchievement: YOLO

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efeakm/README.md

About Me

Senior AI/ML Engineer & Team Lead with 7+ years shipping production ML and LLM systems across finance, SaaS, and enterprise. I work across the full stack of modern AI delivery: RAG, fine-tuning (LoRA/QLoRA), RLHF, self-hosted inference, and the backend and MLOps infrastructure that keeps it all running.

Into: AI-powered SaaS, agentic workflows, LLM evaluation, self-hosted inference economics, quantization

Tech Stack

Languages & Data

Python PostgreSQL Redis SQL

AI / ML / LLMs

PyTorch HuggingFace LangChain scikit-learn XGBoost Pandas NumPy

LLM Inference & Optimization

vLLM ONNX Ollama Whisper

Backend

FastAPI SQLAlchemy Celery Pydantic Pytest

MLOps & Cloud

Azure AWS Docker MLflow Airflow Prometheus Grafana

Popular repositories Loading

  1. Crypto_Smart_Money Crypto_Smart_Money Public

    Finds volume spikes on cryptocurrencies with very small market cap

    Python 9 6

  2. Telegram_Bot_for_Crypto_Signals Telegram_Bot_for_Crypto_Signals Public

    A telegram bot that sends crypto long/short signals periodically

    Python 1 2

  3. Stock-Screener-Filter Stock-Screener-Filter Public

    A python script to filter out stocks between 10000+ stocks for some criteria

    Python 1

  4. Equal_Weight_Portfolio_Backtest Equal_Weight_Portfolio_Backtest Public

    A web application for backtesting of daily rebalanced equal weight portfolio of stocks, commodities, FX, ETFs, cryptos etc.

    Python 2

  5. Exploratory_Data_Analysis_Sample Exploratory_Data_Analysis_Sample Public

    Univariate, Bivariate and Multivariate Analysis of a Company Data

    Jupyter Notebook

  6. Multistep_LSTM_on_XRPUSDT Multistep_LSTM_on_XRPUSDT Public

    Trains stacked bidirectional multi-step LSTM on XRPUSDT OHLC data to predict high volatility buy/sell zones

    Python 1