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  • Pakistan

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Achievement: YOLOAchievement: Pull SharkAchievement: Starstruckx3Achievement: Arctic Code Vault Contributor

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Shahrayar123/README.md

Muhammad Shahrayar

AI Engineer · Data Scientist
Building agentic AI systems, RAG pipelines, and automation across banking, healthcare, logistics, and telecom.

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About

AI Engineer and Data Scientist with ~3 years of production experience building LLM-powered and data-driven systems. My work has spanned banking and financial services, healthcare AI, logistics and supply chain, and telecom, and the through-line is the same in each: take a messy, high-stakes operational problem and turn it into a system that runs reliably and explains its reasoning.

I enjoy work that sits close to the problem — designing the architecture, building it, and staying with it through deployment.

  • Focus: Agentic AI systems, multi-agent orchestration, RAG and knowledge retrieval, ML pipelines, automation
  • Sectors: Banking & fintech · Healthcare AI · Logistics & supply chain · Telecom
  • Comfortable with: on-premises and offline deployment, compliance-sensitive environments, local inference, human-in-the-loop design
  • Currently exploring: LangGraph, evaluation frameworks (RAGAS), LLM gateway and routing patterns, inference optimization

Tech Stack

Languages

Python SQL TypeScript JavaScript Bash

AI & Agents

OpenAI LangGraph LiteLLM MCP Ollama RAG Hugging Face

Backend & Data

FastAPI Django Celery PostgreSQL pgvector Redis Pandas NumPy scikit-learn

Platform & Ops

Docker Linux Azure AWS Cloudera Informatica Git

Interfaces & BI

React Next.js Tailwind CSS Streamlit Gradio Power BI

GitHub Analytics



🤝 Connect with Me

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  1. Python-Projects Python-Projects Public

    A comprehensive list of Python projects

    Python 569 440

  2. App-Development-using-Flutter App-Development-using-Flutter Public

    Dart 1 2

  3. Statistics-for-Data-Science Statistics-for-Data-Science Public

    A practical guide on important concepts of statistics for data science using Python, Scipy, Numpy, Pandas, Matplotlib and Seaborn.

    Jupyter Notebook 2

  4. Data_Structure Data_Structure Public

    C++

  5. Covid-Data-Analysis Covid-Data-Analysis Public

    Jupyter Notebook