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memona008/README.md

๐Ÿ‘‹ Hi, I'm Memona

Senior Software Engineer | Fullstack Developer | AI & ML Engineer

๐Ÿ‡ซ๐Ÿ‡ฎ Based in Finland

I have 6+ years of experience building fullstack platforms, AI powered solutions, CV systems, and scalable distributed backends. I currently work at Valohai Oy, contributing to a production grade MLOps platform used by enterprise ML teams.


๐Ÿš€ About Me

  • ๐Ÿง  Strong in backend engineering, distributed systems, and API design
  • โš›๏ธ Fullstack development with React, Typescript, Django, Python
  • ๐Ÿค– Built multiple real time AI & computer vision products
  • โ˜๏ธ Experience with AWS, Azure, Kubernetes, Docker
  • ๐Ÿงฉ Strong problem solving and product thinking
  • ๐Ÿ’ผ Worked across Finland, UK, USA and Pakistan

๐Ÿ”ง Core Skills

Languages: Python, Typescript, Javascript, SQL, C++, C#
Frameworks: Django, React, FastAPI, Node
ML/CV: PyTorch, OpenCV, TensorFlow
Cloud: AWS, Azure
Other: Redis, Celery, Docker, Kubernetes


๐Ÿ’ผ Work Experience

Valohai Oy โ€” Senior Software Engineer (2023 โ€“ Present)

Working on app.valohai.com

  • Fullstack engineering: React + TS + Django
  • Pipeline, task, compute orchestration features
  • Performance optimisation, scalable APIs
  • Internal tooling + customer demo AI projects

Storewide Active Intelligence โ€” Machine Learning Engineer (2020 โ€“ 2023)

Built real time AI systems for retail operations

  • Person detection and tracking
  • Theft detection (SlowFast model)
  • Aisle analytics (dwell time + engagement)
  • Computer vision based stock alerts

๐Ÿฅ‡ Achievements

  • Silver Medalist in Matriculation (2nd position in Lahore)
  • Multiple national programming competition wins
  • Guest speaker on national TV
  • Principal Honorary List (4.0 GPA)

๐Ÿ“ซ Connect With Me

Email: memonasultan54@gmail.com
LinkedIn: https://www.linkedin.com/in/memona-s/

Pinned Loading

  1. AndrewNG-Machine-Learning-Course AndrewNG-Machine-Learning-Course Public

    [COMPLETED] - It contains the solved exercises for the basic machine learning course all solved by me. If you're getting help from my code. Please star the repo.

    MATLAB 4

  2. valohai/valohai-cli valohai/valohai-cli Public

    ๐Ÿ’ฒ Command line client for Valohai

    Python 15 8

  3. valohai/valohai-yaml valohai/valohai-yaml Public

    ๐Ÿ“– Parses and validates valohai.yaml files.

    Python 5 4

  4. valohai/valohai-utils valohai/valohai-utils Public

    Python helper library for Valohai

    Python 2 3