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Sami606713/README.md

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🧠 Who Am I

class Samiullah:
    role        = "AI Engineer & Machine Learning Specialist"
    experience  = "2+ · Production AI Systems"
    education   = "BS Computer Science · University of Haripur (2022-2026)"
    location    = "Pakistan"

    expertise = [
        "Agentic AI (LangGraph, Multi-Agent Orchestration, Human-in-the-Loop)",
        "Generative AI & LLM Integration (OpenAI, Anthropic Claude, Groq)",
        "Advanced RAG (Multi-query, Query Decomposition, RAG Fusion, Re-ranking)",
        "Computer Vision (YOLO, Image Segmentation, Real-time Detection)",
        "MLOps & Deployment (Docker, AWS EC2, VPS, GitHub Actions, MLflow, DVC)",
        "Full-Stack AI (FastAPI, React, TypeScript, PostgreSQL, Redis)",
    ]

    currently_building = "ConnectXeo — AI Agents for Shopify Stores"
    open_to            = "Collaborations on Agentic AI & LLM-powered products"

🌟 Featured Product — ConnectXeo

AI Agents for Shopify. Free to Build. Live in 10 Minutes.

A production-grade multi-agent AI platform for Shopify merchants. Handles orders, refunds, and customer support 24/7 using a coordinator + 7 specialized sub-agents on a LangGraph runtime.

Coordinator Agent
├── Orders Agent     — order lifecycle, fulfillments, refunds, returns
├── Products Agent   — catalog, variants, SKUs, inventory, collections
├── Analytics Agent  — revenue, sales trends, top products, reports
├── Customers Agent  — profiles, order history, tags, store credit
├── Marketing Agent  — discounts, promo codes, gift cards, campaigns
├── Payments Agent   — payouts, disputes, shipping zones, carriers
└── Storefront Agent — pages, blogs, themes, menus, translations
Feature Details
Stack LangGraph · FastAPI · React · PostgreSQL · Redis · Docker
Channels Web Widget · WhatsApp Business API · REST API
LLM Support OpenAI · Anthropic Claude · Groq · Google AI · 100+ Ollama models
Security OAuth 2.0 · TLS 1.3 · Zero-trust architecture
Shopify Tools 40+ real-time actions (orders, refunds, inventory, customers)

ConnectXeo


💼 Work Experience

AI Engineer · Emulxion.ai (Jan 2024 – Present)

Acne Detection & Segmentation System — Computer Vision

  • Built & deployed production YOLO segmentation model achieving 90%+ accuracy
  • React frontend with live webcam integration + FastAPI backend
  • Dockerized for scalable cloud deployment

Advanced RAG Pipeline — NLP / GenAI

  • Multi-query expansion + query decomposition + RAG Fusion + intelligent re-ranking
  • Production-deployed with real-time query processing

AI/ML Engineer · Revnix (Jun 2024 – Present)

WREXT — Full Blog Automation with Human-in-the-Loop

  • LangGraph-powered modular content pipeline: topic discovery → trend scoring → LLM outline → human approval → SEO blog generation
  • Stack: OpenAI GPT · PostgreSQL · Redis · Alembic · Streamlit dashboard
  • Docker-ready with clean modular src/ architecture

TheBotLab — AI Chatbot SaaS Platform

  • Multi-tenant chatbot builder with visual flow design, live sandbox, and multi-platform deployment
  • FastAPI + async SQLAlchemy + full RBAC (Admin / Org Admin / Developer / End-User)

Key Projects

Project Stack Description Links
ConnectXeo LangGraph · FastAPI · React · Shopify Production multi-agent AI for Shopify support automation Live
MLOPS Flight Price Prediction MLflow · DVC · Docker · GH Actions · FastAPI End-to-end MLOps pipeline with CI/CD and experiment tracking Repo
MLOps Best Practice Project Python · MLflow · DVC · Docker Production ML pipeline following industry best practices Repo
Credit Risk Model Scikit-learn · Pandas · ML End-to-end credit risk classification with feature engineering Repo
YouTube Comment Analyzer NLP · FastAPI · MLflow · Docker · CI/CD Chrome extension for real-time YouTube sentiment analysis Repo
Multi-Modal Text Correction Google GenAI · OCR · FastAPI Text + image + audio correction with interactive learning agent Repo
Data Science Toolkit Python · Pandas · Scikit-learn Reusable ML utilities and EDA helpers Repo
100 Days of Machine Learning Python · Jupyter · Scikit-learn Comprehensive ML challenge covering 100+ concepts Repo
House Price Prediction Python · Scikit-learn · Streamlit ML model deployed live on Streamlit Cloud Live
Sentiment Analyzer NLP · Python · Streamlit Review sentiment classifier (positive / negative / neutral) Live
ChatGPT Clone Python · LLM APIs Full-stack conversational AI chatbot Repo

Tech Stack

Agentic AI & LLMs

LangChain LangGraph OpenAI Anthropic Transformers

ML & Deep Learning

PyTorch YOLO Scikit-learn NumPy Pandas

Backend & Databases

Python FastAPI TypeScript PostgreSQL Redis MongoDB

Frontend

React HTML5 CSS3

MLOps & DevOps

Docker AWS EC2 GitHub Actions MLflow DVC Git


GitHub Stats


Certifications & Achievements

Credential
🎓 Data Science Mentorship Program
🔥 100 Days of Machine Learning Challenge
🐍 Google Crash Course on Python
📊 Foundation of Data Science
🏆 ZABIST AI CUP 2024 — Competition Participant
🏅 GitHub Pull Shark Achievement x2
GitHub Quickdraw Achievement

Let's Connect

I build production AI systems and ship real products. Open to collaborating on Agentic AI, LLM-powered SaaS, and MLOps projects.

Email LinkedIn ConnectXeo Portfolio


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