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 $50 USD / hour
Flag of MOROCCO
dakhla, morocco
$50 USD / hour
It's currently 1:44 AM here
Joined June 20, 2020
3 Recommendations

Hamdi H.

@hamdi619

annual-level-three.svgpreferred-freelancer-v2.svg
 5.0 (20 reviews)
5.1
5.1
$50 USD / hour
Flag of MOROCCO
dakhla, morocco
$50 USD / hour
100%
Jobs Completed
58%
On Budget
74%
On Time
14%
Repeat Hire Rate

Data and Software Engineer

I am a Data and Software Engineer, I have completed a great number of projects in Data Science, Machine Learning, Deep Learning, and AI, along with projects in web development, web scraping, and software development. I am fluent in multiple programming languages like Python, R, PHP, and javascript, an expert in Deep Learning models (CNN, RNN, GANs, Transformers, Auto-encoders), Worked on many projects in computer vision (Image Classification, Object Detection, Image Segmentation, Motion Capture), NLP (Chatbots, Text recommendation systems, Machine translation..) and Time series analysis (SARIMA, GARCH, mGARCH) I provide quality service with a quick turnaround.
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Portfolio Items

Adversarial examples are specialized inputs created with the purpose of confusing a neural network, resulting in the misclassification of a given input. These notorious inputs are indistinguishable to the human eye, but cause the network to fail to identify the contents of the image. There are several types of such attacks, however, here the focus is on the fast gradient sign method attack, which is a white box attack whose goal is to ensure misclassification. A white box attack is where the attacker has complete access to the model being attacked. One of the most famous examples of an adversarial image shown below is taken from the aforementioned paper.
Adversary-attacks
Designed 22 conversation scenarios based on the writing of 2211 examples of user intents as NLU training data and 768 chatbot responses in English on the Rasa framework, the chatbot can answer questions and can validate forms, and can query a MySQL database, I integrated the chatbot into telegram.
Rasa Chatbot for Ecommerce Website
Designed 22 conversation scenarios based on the writing of 2211 examples of user intents as NLU training data and 768 chatbot responses in English on the Rasa framework, the chatbot can answer questions and can validate forms, and can query a MySQL database, I integrated the chatbot into telegram.
Rasa Chatbot for Ecommerce Website
Designed 22 conversation scenarios based on the writing of 2211 examples of user intents as NLU training data and 768 chatbot responses in English on the Rasa framework, the chatbot can answer questions and can validate forms, and can query a MySQL database, I integrated the chatbot into telegram.
Rasa Chatbot for Ecommerce Website
Designed 22 conversation scenarios based on the writing of 2211 examples of user intents as NLU training data and 768 chatbot responses in English on the Rasa framework, the chatbot can answer questions and can validate forms, and can query a MySQL database, I integrated the chatbot into telegram.
Rasa Chatbot for Ecommerce Website
I made a system for the translation of Moroccan Arabic (Darija) to Moroccan sign language based on pose extraction. The system was created using a newly created Moroccan Sign language dataset given by the client. I also presented a prototypical implementation of a pipeline that allows the automatic generation of a Moroccan Sign Language avatar from 2D video material. I recorded human pose movements during the signing with computer vision models such as (Openpose, OpenCV, Mediapipe..). The joint coordinates of hands and arms are imported as landmarks in Blender software to control the skeleton of our avatar. From the anatomically independent landmarks, I created another skeleton based on the avatar’s skeletal bone architecture to calculate the bone rotation data. This data is then used to control our human 3D avatar in Blender. I also enhanced the system with speech recognition and machine translation methods so it serves as a sign language interpreter.
Moroccan Sign Language Voice to Avatar Generator
I made a system for the translation of Moroccan Arabic (Darija) to Moroccan sign language based on pose extraction. The system was created using a newly created Moroccan Sign language dataset given by the client. I also presented a prototypical implementation of a pipeline that allows the automatic generation of a Moroccan Sign Language avatar from 2D video material. I recorded human pose movements during the signing with computer vision models such as (Openpose, OpenCV, Mediapipe..). The joint coordinates of hands and arms are imported as landmarks in Blender software to control the skeleton of our avatar. From the anatomically independent landmarks, I created another skeleton based on the avatar’s skeletal bone architecture to calculate the bone rotation data. This data is then used to control our human 3D avatar in Blender. I also enhanced the system with speech recognition and machine translation methods so it serves as a sign language interpreter.
Moroccan Sign Language Voice to Avatar Generator

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$50.00 USD
Project for Hamdi H. -- 6
Best freelancer I am dealing with up to now
Algorithm Machine Learning (ML) Artificial Intelligence AI (Artificial Intelligence) HW/SW
+1 more
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Flag of Sultan Nasser A. @manalsaleh98
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18 days ago 5.0
$380.00 USD
U-Net, Attention U-Net and HarDNet-MSEG Models for Object Segmentation using Pytorch
Great work and patience.
Algorithm Machine Learning (ML) Artificial Intelligence AI (Artificial Intelligence) HW/SW
+1 more
A
Flag of Ankit S. @ankitsureka2012
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1 month ago 5.0
$430.00 USD
Machine Learning on CLAMP
Excellent freelancer. He was available everytime when needed and delivered quality work. Very professional and so happy with his performance.
C Programming Java Engineering Software Architecture Machine Learning (ML)
A
Flag of Ankit S. @ankitsureka2012
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1 month ago 5.0
$300.00 USD
Gradient descent coding (1 question)
Great. fast delivery. great work!
Python Software Architecture Machine Learning (ML)
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Flag of Al C. @bedavabgot
•
2 months ago 5.0
$100.00 USD
Important bug
A+++ I promote hamid service he is real hard worker.. appreciated .. He still working for me ...
Algorithm Machine Learning (ML) Artificial Intelligence AI (Artificial Intelligence) HW/SW
+1 more
User Avatar
Flag of Muhammad J. @mohjib092
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3 months ago

Education

Data and software engineer

Ecole Nationale Supérieure d'Informatique et d'Analyse des Systèmes - ENSIAS, Morocco 2014 - 2019
(5 years)

Publications

Towards an end to end voice to sign language recognition for Moroccan language

Habbouza Hamdi
Published a paper where we presented a prototypical implementation of a pipeline that allows the automatic generation of a Moroccan sign language avatar from voice. The system was built using a newly created Moroccan Sign language dataset and several computer vision models. The paper was presented at the ICATH’21 conference on 27-11-21

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Top Skills

Machine Learning (ML) 18 Algorithm 15 Artificial Intelligence 15 Deep Learning 14 AI (Artificial Intelligence) HW/SW 13

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