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Hi there 👋

You can call me AsmaZgo! I'm a Senior Machine Learning engineer with 6 years of experience in data science and big data engineering. I'm skilled in building and deploying complex models for a variety of applications, and experienced in managing and analyzing large datasets. I'm also passionate about using data science and analytics to solve real-world problems.

-- 👯 I'm enjoying collaboration with the Apache Spark community and I’m looking to collaborate more on open source Machine Learning projects. Reach out to me if you have project ideas ;)

Highlights

• System design for an ML training architecture using online and batch learning to solve an anomaly detection problem: https://github.com/AsmaZgo/DataScienceMulti/blob/master/system_design_ML.MD

• Comparing Databases: https://github.com/AsmaZgo/DataScienceMulti/blob/master/Database_comparing.MD

• Jupyter notebook for semi-supervised learning using Label propagation: https://github.com/AsmaZgo/DataScienceMulti/blob/master/credit-risk-data-semi-supervised.ipynb

• Jupyter notebook for computer vision using Ann: https://github.com/AsmaZgo/ComputerVisionDigitsClassification

• Certifications and certificates: https://github.com/AsmaZgo/my_certifications

Blogs

https://medium.com/@zgolliasma/tigergraph-overview-50c949272a5d

https://medium.com/@zgolliasma/what-is-the-future-of-ai-adoption-4d74c35ab957

• will be released soon: NLP blogs about transformers

Conference papers (Selection)

  • DWS: a data placement approach for Smart Grid EcosystemsDWS: a data placement approach for Smart Grid Ecosystems IDEAS 2019 · Jun 1, 2019
  • Metadata based datasets placement in Smart grids. Short paper presented as a poster (4 pages) Metadata based datasets placement in Smart grids. MTSR 2018 (cyprus) · Oct 1, 2018
  • Metadata based datasets placement in Big Data Ecosystems. Gestion de Données – Principes, Technologies et Applications, bucharest, Romania · Oct 1, 2018

-- 📫 How to reach me:

  • LinkedIn: linkedin.com/in/asma-zgolli-225642a5
  • Twitter: @zgolli_asma
  • Meduim: medium.com/@zgolliasma

Asma Zgolli's Projects

budget_mngt icon budget_mngt

j2ee budget manager using angularjs , ( cassandra / mongodb)

computervisiondigitsclassification icon computervisiondigitsclassification

The objective of this coding exercice is to train a simple neural network on the mnist dataset in order to classify the handwritten digits into numbers ranging from zero to 9.

cookiecutter-data-science icon cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

covision icon covision

CoVision app helps visually impaired people by identifying covid test results (positive/negative/empty) using object detection and image classification.

datasciencemulti icon datasciencemulti

Code snippets , system design architectures or short articles describing a solution for a particular Data Science problem

distribution_and_scripts icon distribution_and_scripts

A repository for some scripts that can help in creating a distributed Big data ecosystem using the platform Grid5000.

hackerranksolutions icon hackerranksolutions

This repository contains my solutions to HackerRank challenges, curated from my preparation for technical interviews.

publications icon publications

A list of my scientific publications and some selected artifacts

tpcds_sample_data icon tpcds_sample_data

datasets generated from https://www.tpc.org/tpcds (i did not create the data , i only generated it using the program downloaded from https://www.tpc.org/tpcds, thus i am not the owner of the data)

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