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Hello, I'm

Noor Aftab

Senior MLOps Engineer

Engineering Intelligence into Infrastructure — Where AI Meets Automation at Scale

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About Me

I believe in the power of automation and building robust ML pipelines that scale. Bridging Machine Learning & Infrastructure with Scalable, Secure, and Intelligent Systems. From vision-language models to real-time data pipelines, I architect end-to-end solutions that transform raw data into production-ready AI systems.

📍 Lahore, Pakistan
✉️ Nooraftab779@gmail.com
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Experience

My professional journey

MLOps Engineer

Machine Learning 1
Nov 2022 — Present Lahore, Pakistan Current Full-time

Leading MLOps initiatives, designing scalable infrastructure, and building production-ready ML systems. Responsible for the entire ML lifecycle from development to deployment.

  • Design, test, and deploy ETL pipelines for ML services
  • Implement CI/CD pipelines and Dockerize new services
  • Develop REST APIs and WebSockets for ML services
  • Conduct load testing and stress testing for new services
  • Optimize response times and system performance
  • Plan and implement new architecture solutions
  • Collaborate with development team and engage in client meetings
Python Docker Kubernetes CI/CD FastAPI PostgreSQL MongoDB GitLab

Python Developer

Machine Learning 1
Jan 2022 — Oct 2022 Lahore, Pakistan Full-time

Focused on ML model automation, OCR extraction systems, and building predictive models using machine learning algorithms.

  • Built model automation and OCR extraction pipelines
  • Implemented data analysis to support decision-making processes
  • Utilized machine learning algorithms to build predictive models
  • Ensured data quality and accuracy of ML models
  • Created microservices for ML models independently
  • Collected, cleaned, and annotated data using VIA annotator
Python Machine Learning OCR Flask Pandas OpenCV Data Annotation

Data Science Trainee

Programmers Force
Sep 2021 — Dec 2021 Lahore, Pakistan Internship

Intensive training program focused on Python development, data science fundamentals, and object detection models.

  • Wrote effective and scalable Python code
  • Collected, organized, and interpreted data for actionable insights
  • Studied and researched Object Detection models (MRCNN, YOLO)
  • Created Flask endpoints to run Object Detection models
  • Built dummy services and ML pipelines
  • Integrated pipelines into Django projects
Python Flask Django YOLO MRCNN Data Analysis Object Detection
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Featured Work

A selection of projects I've worked on

Shein AI Modesty Classification System
AI/ML & Web Scraping

Shein AI Modesty Classification System

Production-grade system that scrapes Shein's clothing catalog, extracts product metadata, and classifies images using AI-powered modesty detection.

Python Selenium PostgreSQL NudeNet Detectron2 DensePose FastAPI Pandas
ZebraInvest Real Estate Intelligence
AI/ML & Data Engineering

ZebraInvest Real Estate Intelligence

Large-scale UK property intelligence system with automated crawling, price tracking, and AI-enhanced OCR for energy performance certificate extraction.

Python Selenium PostgreSQL YOLO pytesseract OpenCV Rotating Proxies
Careerli - AI Resume & Cover Letter Platform
AI/ML & Serverless

Careerli - AI Resume & Cover Letter Platform

Enterprise-grade AI platform for automated resume writing, cover letter generation using GPT-4 with sophisticated prompt engineering.

Python OpenAI GPT-4 AWS Lambda FastAPI Pydantic REST API
Qubyk AI Product Categorization
AI/ML & Computer Vision

Qubyk AI Product Categorization

Enterprise AI system using Vision-Language Models to automatically classify products into hierarchical taxonomy for Australian e-commerce marketplace.

Python PyTorch IDEFICS-9B LoRA RabbitMQ Hugging Face CUDA
ASX Announcement Intelligence Pipeline
AI/ML & Data Engineering

ASX Announcement Intelligence Pipeline

Serverless AI-powered system for extracting and structuring financial announcements from Australian Stock Exchange using Claude 3 Haiku.

Python Azure Functions Claude AI PyPDF2 pdfplumber Pandas Docker
Floorplan Analysis System
Computer Vision & OCR

Floorplan Analysis System

Automated system for extracting structured geometric and semantic information from architectural floorplans using YOLO and OCR.

Python FastAPI PyTorch YOLOv8 PaddleOCR OpenCV MongoDB PostgreSQL Docker
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Technical Skills

Infrastructure & Orchestration

Kubernetes Docker Ansible GitOps AWS Lambda Azure Functions

CI/CD & Version Control

GitLab CI/CD Pipelines Automated Deployments Rollback Systems GitHub Actions

Databases & Storage

MongoDB PostgreSQL Elasticsearch Redis Azure Blob Storage

Programming & Development

Python Bash FastAPI Streamlit Flask REST APIs

AI/ML & Deep Learning

PyTorch Hugging Face OpenAI GPT-4 Claude AI YOLO LoRA Fine-tuning

Computer Vision & NLP

OpenCV Detectron2 PaddleOCR NLP Pipelines Vision-Language Models

Security & Hardening

System Security CIS Hardening Logging & Alerts Compliance

Monitoring & Analytics

APM Tools Cluster Monitoring Infrastructure Automation Real-time Dashboards

Data Engineering

ETL Pipelines Pandas Web Scraping Selenium RabbitMQ Data Management
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Let's Connect

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

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