Kamil Marwat

Geospatial Data Scientist at CollectiveCrunch
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Contact Information
us****@****om
(386) 825-5501
Location
Helsinki Metropolitan Area, FI
Languages
  • English Full professional proficiency
  • Urdu Full professional proficiency
  • Pashto Native or bilingual proficiency

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Bio

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Credentials

  • Neural Networks and Deep Learning
    Coursera
    Mar, 2020
    - Nov, 2024

Experience

  • CollectiveCrunch
    • Finland
    • Software Development
    • 1 - 100 Employee
    • Geospatial Data Scientist
      • Aug 2021 - Present

      - Technical lead of a new capability at CC, responsbile for working between data engineers, data scientists and project managers and communicating results to both client and internally on regular basis. - End-to-end change detection capability i.e. groudtruth data collection, building data fetching pipeline, preprocessing, classification modelling, tracking experiments, parallel execution for large batch inference. - Main development work in Python, Docker, Postgres, Linux. - Focused role in the research team at CC. Show less

  • Murata
    • Japan
    • Appliances, Electrical, and Electronics Manufacturing
    • 700 & Above Employee
    • Machine Learning Engineer
      • Jan 2020 - Jul 2021

      - Lead role in machine learning projects under AI4DI (Artificial Intelligence for Digitizing Industry https://ai4di.eu/). - Created educational content for improving AI awareness and ML applications in semiconductor manufacturing.- Designed and implemented Python - JMP SAS machine learning tools.- Projects:a) Predictive modelling for predicting product performance and using model explainability for identifying the trend of parameters explaining the variation in product performance over time. b) Unsupervised clustering for finding defect patterns in wafer maps and using that to find the common equipment causing the defect pattern.c) Anamoly detection in bonding curve data.d) Anamoly detection in microscopic images of different MEMS products. Show less

    • Masters's Thesis Worker
      • Sep 2019 - Dec 2019

      The master's thesis titled 'APPLICATION OF MACHINE LEARNING IN MICROELECTROMECHANICAL SYSTEMS (MEMS) MANUFACTURING' conducted at Murata Oy focused on building predictive model for predicting product's performance and using state-of-the-art machine learning explainability technique to find the root cause of the variation over time. The thesis also covers finding patterns in Wafer Bin Maps using pre-trained convolutional neural networks.

    • Data Integration, Summer Trainee
      • May 2019 - Aug 2019

      As machine learning trainee, I am responsible to study the current data being collected from the MEMS manufacturing process and evaluate possible applications of machine learning.

  • Directorate of Archaeology & Museums. Govt of Khyber Pakhtunkhwa, Pakistan
    • Peshawar, Pakistan
    • GIS Intern
      • Mar 2017 - Aug 2017

      During the internship I worked independently with a team of archaeologists to work on a pilot project of surveying and devise a plan for the digital preservation of archaeological sites and artifacts that included mapping, use of photogrammatery to create 3D models and layout the plan for future work During the internship I worked independently with a team of archaeologists to work on a pilot project of surveying and devise a plan for the digital preservation of archaeological sites and artifacts that included mapping, use of photogrammatery to create 3D models and layout the plan for future work

  • NUST Student Affairs Directorate
    • NUST, Islamabad, Pakistan
    • Marketing and Communication Intern
      • Jan 2016 - Jun 2016

      As an intern I managed and updated the university official website and the official social media accounts (Twitter, Facebook, LinkedIn, Youtube). I created promotional content and coordinated between head of departments As an intern I managed and updated the university official website and the official social media accounts (Twitter, Facebook, LinkedIn, Youtube). I created promotional content and coordinated between head of departments

Education

  • Aalto University
    Master's degree, Geoinformatics & Machine Learning, Data Science and Artificial Intelligence
    2017 - 2019
  • National University of Sciences and Technology
    Bachelor's degree, Geoinformatics Engineering
    2012 - 2016

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