Anxhelo Diko

Anxhelo Diko

Mentor
5.0
(6 reviews)
US$15.00
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ABOUT ME
Software Developer and AI expert
Software Developer and AI expert

I am a computer scientist with a Masters's Degree in Computer Science from
Faculty of Computer Science and Statistics, University of Sapienza, curently pursuing a Ph.D. in Computer Vision and Artificial Intelligence and a
penchant for outside-the-box thinking. I offer innovative solutions designed
to solve challenging and costly problems. I have four years of experience
designing machine learning solutions and pull from a rich background of
skills and knowledge. I have been teaching AI/ML courses at Sapienza University as part of VisionLab.

Rome (+01:00)
Joined August 2021
EXPERTISE
5 years experience | 5 endorsements
I am a senior Python expert both in theory and practice with 5+ years of experience in industry and academia. When not working on project...
I am a senior Python expert both in theory and practice with 5+ years of experience in industry and academia. When not working on projects for an organization, I work on my personal projects that can be found on my GitLab account (https://gitlab.com/Anxhelo_Diko) and GitHub (https://github.com/ADiko1997).
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5 years experience
I have been developing AI software for almost 5 years exploring multiple architectures and frameworks in multiple projects. I can help ot...
I have been developing AI software for almost 5 years exploring multiple architectures and frameworks in multiple projects. I can help others build new architecture in order to exploit most of their data and optimize it based on the application's purpose.
5 years experience
I've built several Machine Learning models on different domains exploring multiple tools and optimization techniques. I also regularly co...
I've built several Machine Learning models on different domains exploring multiple tools and optimization techniques. I also regularly contribute to the computer vision and machine learning community with my modest academic publications. I would be very happy to help people build problem-specific machine learning solutions both from a technical approach and a designing approach. Also during my ongoing academic career, I have been teaching machine learning to many students especially focused on computer vision.
4 years experience
In 4 years of experience, I have built several industry-quality projects with Cuda and c++.
In 4 years of experience, I have built several industry-quality projects with Cuda and c++.
4 years experience | 2 endorsements
4+ years of dealing with computer vision. Master of computer vision primary tools and frameworks and also teaching to master students at ...
4+ years of dealing with computer vision. Master of computer vision primary tools and frameworks and also teaching to master students at Sapienza University.
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REVIEWS FROM CLIENTS

5.0
(6 reviews)
B Ali
B Ali
July 2022
Anxhelo was very helpful and have tried his best to solve my very complicated issue
Sara lotino
Sara lotino
April 2022
Anxhelo did a very good job on my Computer Vision coursework. He was very helpful and available for any help. His coding skills are perfect. I 100% suggest him.
will chastka
will chastka
April 2022
Excellent creating of a k-means clustering from scratch using a distance calculation function, k-means function and loss function. Quick and effective
will chastka
will chastka
April 2022
Anxhelo is knowledgeable in Pytorch and able to quickly troubleshoot setup of neural networks and associated measures of performance
Nicholas Falconi
Nicholas Falconi
April 2022
Amazing Help. Super knowledgeable and really explains how to solve the problems
Ruben Silva
Ruben Silva
April 2022
Anxhelo was great, helped a lot and explained in detail how to do the whole process and why. I really liked the service and I recommend it.
Ali Sultan
Ali Sultan
April 2022
Absolutely fantastic, very helpful, very intelligent, and can explain complex ideas simply.
SOCIAL PRESENCE
GitHub
Sense_Embedding
Python
1
0
covid_classifier_2019
Python
1
0
EMPLOYMENTS
Research Scientist
La Sapienza University of Rome
2019-11-01-Present
Sapienza University is ranked among the best universities in the world for computer science. As a Researcher at computer science departm...
Sapienza University is ranked among the best universities in the world for computer science. As a Researcher at computer science department (VisionLab) i have been focused on Artificial Intelligence and Computer Vision. My main research interests are action recognition, human computer interaction, medical imaging, high performance computing and optimization.
C++
OpenCV
NumPy
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C++
OpenCV
NumPy
Python 3
TensorFlow
PyTorch
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Cuda Developer and Deep Learning Engineer
Lexma Tech
2019-03-01-2021-04-01
Lexma Tech is an american starup operating in fluid dynamic simulations sector. They build their own in-house software using high perform...
Lexma Tech is an american starup operating in fluid dynamic simulations sector. They build their own in-house software using high performance technologies and automation through AI. My goals as an employee at Lexma Tech were: 1) Designing of GPU algorithms 2) Automation of tasks through artificial intelligence 3) Optimization of intensive computing operations 4) Parallelization of CPU code using CUDA parallel paradigm or Message Passing paradigm through MPI
C++
NumPy
CUDA
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C++
NumPy
CUDA
MPI
Python 3
TensorFlow
PyTorch
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Data Scientist and Machine Learning Expert
PaperClick
2018-01-01-2019-01-01
Junior Data Scientist responsible for the designing of machine learning algorithms for affiliate marketing campaign profit maximization a...
Junior Data Scientist responsible for the designing of machine learning algorithms for affiliate marketing campaign profit maximization and optimization. Theoptimizer.io is a affiliate marketing platform (https://theoptimizer.io/) that for many years is trying to improve their campain optimization machine learning-based algorithm.
NumPy
Pandas
Python 3
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NumPy
Pandas
Python 3
TensorFlow
Keras
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PROJECTS
2020
Moebius is a software that does fluid dynamics simulations built in-house from Lexma Technology. It helps in optimizing multiple manufact...
Moebius is a software that does fluid dynamics simulations built in-house from Lexma Technology. It helps in optimizing multiple manufacturing processes and is used from many tech giants mostly to improve their device quality through simulation. Moebiust is a technology build upon Lattice Boltzman multi-physics theory.
C++
CUDA
Fortran
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C++
CUDA
Fortran
Python 3
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UAV trackingView Project
2021
Tracking objects across multiple video frames is a challenging task due to several difficult issues such as occlusions, background clutte...
Tracking objects across multiple video frames is a challenging task due to several difficult issues such as occlusions, background clutter, lighting as well as object and camera view-point variations, which directly affect the object detection. These aspects are even more emphasized when analyzing unmanned aerial vehicles (UAV) based images, where the vehicle movement can also impact the image quality. A common strategy employed to address these issues is to analyze the input images at different scales to obtain as much information as possible to correctly detect and track the objects across video sequences. Following this rationale, in this paper, we introduce a simple yet effective novel multi-stream (MS) architecture, where different kernel sizes are applied to each stream to simulate a multi-scale image analysis. The proposed architecture is then used as backbone for the well-known Faster-R-CNN pipeline, defining a MS-Faster R-CNN object detector that consistently detects objects in video sequences. Subsequently, this detector is jointly used with the Simple Online and Real-time Tracking with a Deep Association Metric (Deep SORT) algorithm to achieve real-time tracking capabilities on UAV images.
Python
OpenCV
NumPy
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Python
OpenCV
NumPy
PyTorch
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