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kamrankhanorakzai/README.md

Kamran Khan Orakzai

AI/ML Engineer · MLOps · Data Science · Computer Vision

LinkedIn GitHub Email


About Me

I'm an AI/ML Engineer with a strong foundation in end-to-end machine learning systems — from raw data collection and model training to production deployment on cloud infrastructure. I build things that work in the real world: MLOps pipelines with experiment tracking, computer vision systems with live inference, AI-powered automation tools, and data dashboards that drive actual decisions.

Open to remote freelance projects, collaborations, and full-time opportunities.


🔑 Core Competencies

Domain Technologies
Machine Learning & AI Scikit-learn, XGBoost, YOLOv4, LangChain, LangGraph, Transformers
MLOps & Deployment MLflow, DVC, FastAPI, Flask, Docker, AWS (EC2, S3, RDS/Postgres)
Data & Analytics Pandas, NumPy, Jupyter, Power BI, SQL
AI Agents & Automation LangChain, LangGraph, n8n, OpenAI API
Languages Python (primary), JavaScript, HTML/CSS

🚀 Featured Projects

End-to-end MLOps platform for solar power plant monitoring and forecasting

Full production-grade pipeline: data versioning with DVC, experiment tracking with MLflow, REST API via FastAPI, and cloud deployment on AWS (EC2 + PostgreSQL + S3). Forecasts KWh output and predicts equipment faults using real-world sensor data.

Python MLflow DVC FastAPI AWS PostgreSQL


Complete MLOps pipeline from web scraping to production deployment ⭐ 3 stars · 1 fork

Covers the full data science lifecycle: automated web scraping for data collection, feature engineering, model training, and production-ready deployment. One of the most-starred projects on the profile.

Python Jupyter Scikit-learn Web Scraping MLOps


Real-time object detection and tracking system

RTSP video capture, YOLOv4-tiny inference, MJPEG browser streaming for live monitoring, and automated Google Drive backup for captured frames. Production-tested on real surveillance feeds.

Python YOLOv4 OpenCV RTSP Google Drive API


AI-powered front desk assistant with live deployment

Embeddable chat widget backed by n8n automation workflows for dynamic hotel data retrieval — rooms, rates, amenities, and booking support. Deployed via GitHub Pages.

HTML JavaScript n8n AI Automation · Live Demo →


Eliminated manual reporting bottlenecks for financial operations

Built to solve a real-world workflow problem: multiple daily files, tight deadlines, high error rates. Automated the entire ETL pipeline and surfaced results in interactive Power BI dashboards.

Python Power BI ETL Automation


Practical agentic AI implementations

Two repos exploring autonomous AI agent architectures — ReAct-style agents with LangChain, and stateful multi-step agents using LangGraph. Includes tool-use, memory, and conditional branching.

Python LangChain LangGraph OpenAI


Interactive sports analytics dashboard

Historical FIFA match data analyzed for performance trends, probabilistic match outcomes, and tournament insights. Showcases end-to-end BI skills from raw data to publishable dashboard.

Power BI Data Analysis Sports Analytics


📈 GitHub Stats

Kamran's GitHub Stats Top Languages


🎓 Background

  • Data Science student with focus on AI/ML applications
  • founder Ai Consultix
  • Consistent learner: repos span from 2023 through active development in mid-2026

💼 Open For

  • Freelance projects — ML model development, MLOps pipelines, data dashboards, AI chatbots/agents
  • Remote contracts — Python backend, AI/ML engineering, automation
  • Full-time roles — AI/ML Engineer, Data Scientist, MLOps Engineer

Let's build something intelligent together.

Email Me

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  1. hospitality-rag-agent hospitality-rag-agent Public

    AI-powered hotel front desk assistant with n8n automation, chat widget UI, and hotel data retrieval for rooms, rates, amenities, and booking support.

    HTML