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Humza Ahmad

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Last update: 16.09.2019

Assistant Researcher, Chief Technology Officer

Graduation: Bachelors in Electrical Engineering
Hourly-/Daily rates: show
Negotiable
Languages: English (Full Professional)

Keywords

Matlab C++ neural nets neural networks Machine Learning machine learning engineer / architect Machine Learning Algorithmen Data Science Data Analyst data analytics & machine learning Data & Analytics Python deep learning Deep-learning

Attachments

Humza\'s Resume (4).pdf

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
Research Assistant
RISE Lab (NUST)
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
Chief Technology Officer
Vodamate
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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