Humza Ahmad available

Humza Ahmad

Assistant Researcher, Chief Technology Officer

available
Profileimage by Humza Ahmad Assistant Researcher, Chief Technology Officer from
  • Freelancer in
  • Graduation: Bachelors in Electrical Engineering
  • Hourly-/Daily rates:
  • Languages: English (Full Professional)
  • Last update: 16.09.2019
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CV - Humza Ahmad

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SKILLS
FNIR system, data acquisition, Data Science, data cleaning, PCA, Neural Networks, Computer Vision, analytics, machine learning, Python, MATLAB, C++ Tensorflow, Keras, Pandas, Numpy, Natural Language Processing, Deep Learning, Generative Adversarial Networks, SQL
PROJECT HISTORY
  • 08/2018 - 07/2019

    • RISE Lab (NUST)
  • Research Assistant
  • Achievements/Tasks Built Functional Near Infrared Spectroscopy (FNIRs) system for Brain Analysis. Engaged 20 subjects on different workload level activities and used FNIR system for data acquisition. Divided time series data into overlapping windows and applied statistical techniques to get the dataset of 30 features. Used Data Science pipeline for data cleaning. Employed the use of PCA and LDA for dimentionality reduction. Merged different features to get new features. Classified different workload levels using Artificial Neural Networks, Support Vector Machines, Quadratic Discriminant, K Nearest Neighbor and Linear Discriminant. Compared their accuracies, precisions and recall.

  • 07/2018 - 06/2019

    • Vodamate
  • Chief Technology Officer
  • Achievements/Tasks Predicted Nitrate/Nitrite and Ammonia (ppm) in water using water,temp,ph as parameters through data analytics and machine learning replacing dangerous chemical testing methodologies

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