خلاصہ

A Master graduate having specialized in Machine Learning and Computer Vision from University of Paderborn, Germany. Strong mathematical background in Machine Learning with 2 years of research and development experience in building artificial intelligence based products using Python (TensorFlow, Keras) and C++.

پراجیکٹس

Identification of Van Gogh Painting Images and Their Forgeries using Deep L
Identification of corrosion defects inside pipelines using deep learning
Automatic Target Localization through Radars
Secure Eye/Smart NWatch - A real time home surveillance system
Automatic Number Plate Recognition System

تجربہ

کمپنی کا لوگو
Senior Design Engineer
Technology Spirits (Pvt.) Limited
جون ۲۰۱۸ - مارچ ۲۰۱۹ | Islamabad, Pakistan

Research and Development of Projects in Machine Learning and Computer Vision

Project: Automatic Number Plate Recognition System for Pakistani Vehicles
• Localization of standard and non-standard vehicle's license plate using YOLO model and Hough Line Transformation techniques
• Recognizing license plate number by applying image processing techniques and training a Convolutional Neural Network
• Creating pipeline for synchronized real time simulation of the localized & recognized deep learning models
• Designing the system’s Graphical User Interface in .NET Framework
• Programming Language Used: C++

Project: Secure Eye - A real time home surveillance system designed for person and vehicle classification (in collaboration with Nayatel Pvt. Limited)
• Creation of the synthetic data set through digital image filtering techniques
• Statistical evaluation of the deep learning model using data visualization tools & techniques
• Deployment of the model at different home premises
• Programming Language Used: Python

Project: Automatic Target Localization through Radars
• Extraction of the target data (digits, letters) from radar software using image processing techniques
• Applying Optical Character Recognition to extracted target data
• Successful Integration of PTZ cameras with the recognized target data values
• Programming Language Used: Python

کمپنی کا لوگو
Master Thesis Student
ROSEN Technology and Research Center
اپریل ۲۰۱۷ - اکتوبر ۲۰۱۷ | Osnabruck, Germany

Master Thesis: Mapping Sensor Data To Two Dimensional Depth Loss Profile Using Deep Learning Based Systems.

• Creation, analysis and selection of different real & artificially created Magnetic Flux Leakage (MFL) sensor data sets for train, validation and test purpose
• Successful generation of depth profile images form MFL images by employing Conditional Generative Adversarial Network (cGAN) for solving Image-to-Image translation tasks
• Accomplished best statistical performance on test data set by varying the architecture of cGAN
• Successful prediction of depth profile (wall loss) from MFL image by training a Convolutional Neural Network (CNN)
• Comparison between Conditional GAN and CNN through data visualization tools and techniques
• Tool used: TensorFlow framework in Python environment

کمپنی کا لوگو
Master Research Project
Statistical Signal Theory Group, University of Paderborn
اکتوبر ۲۰۱٦ - مارچ ۲۰۱۷ | Paderborn, Germany

Project Title: Identification of Van Gogh Painting Images and Their Forgeries using Deep Learning

• Classification of Van Gogh’s paintings among RGB density-normalized images
• Implementing a CNN using pre-trained model ‘VGG-F’ - Transfer Learning Concept
• Applying dimensionality reduction techniques to represent features in best dimension
• Classification using Support Vector Machine and Neural Pattern Recognition Tool Box classifiers
• Classification results comparison between feature engineering and feature learning approach
• Tool used: MATLAB

کمپنی کا لوگو
Intern
Pakistan Telecommunication Company Limited (PTCL)
جون ۲۰۱۳ - جولائی ۲۰۱۳ | Rawalpindi, Pakistan

Department of Transmission, VoIP & Optical Fiber Cable. 1. Worked on transmission system of Huawei & introduction to Huawei switching system. 2. Studied the basic setup of telephone network, the protocols used in NGN and test equipment used in optical fibers

کمپنی کا لوگو
Intern
Wisdom Wheel (pvt) Ltd
فروری ۲۰۱۳ - جون ۲۰۱۳ | Rawalpindi, Pakistan

Project on the design, development and automation of Computer Numerical Control Wood Router. 1. Designed the prototype of wood router on Solid Works. 2. Software and electronic development using Computer Aided Design (CAD) & Computer Aided Machine (CAM) software to design patterns. 3. Automation of mechanism using stepper motors running through TB6560 micro controller

تعلیم

University of Paderborn
ماسٹرز, ماسٹرز ان سائنس, Electrical Systems Engineering‎
Machine Learning And Computer Vision
CGPA 2.6/4
2018
Center for Advanced Studies In Engineering
بیچلرز, بیچلرز ان سائنس, Bachelor of Science‎
Electrical Engineering
CGPA 3.0/4
2014
PAF College, Sargodha
انٹرمیڈیٹ / اے لیول, فیکلٹی آف سائنس (پری انجینئرنگ), Higher Secondary School Certificate‎
Mathematics, Physics, Computer Science
درجہ A
2010

پیشہ ورانہ مہارتیں

متوسط AI
متوسط ML
ماہر Artificial Intelligence
متوسط Automation Languages
متوسط C/C++
متوسط Computer Vision
ماہر Deep Learning
متوسط Keras
ماہر Matlab
متوسط Pattern Recognition
ماہر Python Framework
ابتدائی Robotic Design
متوسط Semantic Segmentation
متوسط Tensorflow

زبانیں

متوسط جرمن
ماہر اردو
ماہر انگریزی

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