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zamanmiraz/README.md

πŸ‘‹ Hi there, I'm Miraz!

🎯 Research Scientist with a Ph.D. in Computational Analysis & Modeling, focused on machine learning, statistical modeling, and AI-driven systems. Strong background in computer science, applied mathematics, and end-to-end ML pipeline development.

πŸ’» Tech Stack

Python SQL Java Solidity

FAISS LangChain LangGraph RAG LLM OpenAI Gemini

PyTorch NumPy Pandas SciPy

YOLO Ray Gymnasium

Docker OpenDSS Intel SGX Blockchain Elasticsearch Azure Linux


πŸ”¬ What I Work On

  • πŸ”­ Developing end-to-end ML pipelines for anomaly detection, computer vision, and cyber-physical systems
  • πŸ€– Building and evaluating deep learning models (e.g., YOLO for object detection and segmentation)
  • ⚑ Designing Reinforcement Learning environments for smart grid control and optimization using OpenDSS & Gymnasium

πŸš€ Projects I work

  • πŸ” Computer Vision Models: Object detection and segmentation with YOLO/SAM on video data (fire ignition)
  • 🌐 Reinforcement Learning: Simulations and policy optimization for power systems
  • πŸ” Cyber-Physical Intrusion Detection: Lightweight real-time IDS with hybrid data streams and auto-healing control
  • 🧠 Time Series Forecasting: Building robust data science and machine learning systems for temporal prediction.

πŸ“« Let's Connect

β€œMay our gradients - yours, mine, and ours - never be saturated”

Pinned Loading

  1. NIW-NP-RAG NIW-NP-RAG Public

    A RAG Pipeline for AAO NON-Precedent Decisions

    Python

  2. predict-crypto predict-crypto Public

    Predicting crypto price pattern using AI/ML

    Jupyter Notebook

  3. DSandML-Notebooks DSandML-Notebooks Public

    Jupyter Notebook

  4. SQL_Practice SQL_Practice Public

    SQL Practice from different Source