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asma zgolli

asma zgolli

Machine Learning Engineer



My Portfolio Highlights

My New Article

TigerGraph Overview. A comprehensive overview of TigerGraph… | by Asma Zgolli, PhD | DataNess.AI | Medium

Data Science | Machine Learning | AI | Big Data | Recommender systems | NLP | Time Series | Cloud

My Work

Take a look at my latest work.


A Recommender System Architecture Design | by Asma Zgolli, PhD | DataNess.AI | Medium


An Anomaly Detection application Architecture Design | by Asma Zgolli, PhD | DataNess.AI | Medium


What is the Future of AI Adoption? | by Asma Zgolli, PhD | Medium


TigerGraph Overview. A comprehensive overview of TigerGraph… | by Asma Zgolli, PhD | DataNess.AI | Medium

My Work Experience

Where I've interned and worked during my career.

Consultant | Mar 2023 - Present

Senior Machine Learning Engineer - Byte Commerce


MI4People | Mar 2023 - Jul 2023

Data Scientist - Volunteering (non profit)


Consultant | Feb 2023 - Mar 2023

Senior Machine Learning Engineer - Volkswagen

Project: Big data processing of vehicles data • Supporting the client in solving a compatibility issue with spark and AWS glue
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Consultant | Sep 2022 - Mar 2023

Senior Machine Learning Engineer

Project: Forecast products trends from weather data -Client: Centa MG - Goal: Data processing and cloud operations for a machine learning application • Design and development of data pipelines for a machine learning application and deploying the pipeline on Azure. • Building a CI/CD pipeline that runs unit tests and deploys the application. Technologies: Python, SQL, CI/CD, Cloud, Azure, Data Lake, Azure SQL database, data transformation, Azure Blob storage, web scraping, azure ETL, Terraform, infrastructure-as-code, BERT, BERTopic

Consultant | Feb 2023 - Feb 2023

Senior Machine Learning Engineer - Telefonica

Project: Supporting a teammate in Feature engineering and model selection for a Telecom project Technologies : SKlearn, Shap, Python, Machine Learning

Consultant | Oct 2022 - Feb 2023

Senior Machine Learning Engineer - Kloska

Project: Forecasting sales and demand in an e-commerce application • Predicting the sales and the demand of an e-commerce platform (multivariate time series data) • Model selection for the time-series prediction problem (LSTM, FB prophet, regression algorithms, ARIMA) • LSTM Model training and validation • Features engineering, selection, and support of the prediction task for fright prices classification. Technologies: Python, Sklearn, LSTM, Deep learning, Machine Learning, Data cleaning, Data transformation, Timeseries, ARIMA, SARIMAX

Consultant | Sep 2022 - Feb 2023

Senior Machine Learning Engineer - TigerGraph

Project: Graph Analytics with TigerGraph • Getting certified in Tigergraph and participating in Tigergraph workshop. • Developing a showcase for Tigergraph using Amazon products dataset. • Writing a blog about Tigergraph. Technologies: Tigergraph, Machine Learning, Clustering, Graph Algorithms, Community Detection, Similarity Learning, semantic graph

ByteCommerce | Aug 2021 - Aug 2022

Machine Learning Engineer

Project: Size fit prediction and clothes recommendation. • Collecting products and clients' review data from fashion e-commerce using web scraping. • Developing data pipelines to Clean, transform, and aggregate raw scrapped data into refined data. • Development of machine learning modules in order to solve a size fit recommendation for clothes using Tensorflow and NLP technologies. • Deploying in production the models (MLops,LLMops) • Using OpenAI gpt-3 to generate products description for e-commerce stores. • Development of a recommendation module for online shopping using collaborative filtering and related techniques on orders and profiles data. Technologies: Python, Pandas, TensorFlow, sklearn, NLP, Gensim, recommendation, web scraping, data collection, machine learning, classification, Clustering, Deep Neural Network, GPT3

Enedis | Jan 2017 - Aug 2021

Big Data Engineer - Applied Machine Learning

Member of the industrial chair Enedis - Grenoble INP Projects : (i) Metadata Management in Smart grids data lakes, (ii) DWS : a data placement recommendation software for big data ecosystems Technologies: Hadoop, Apache Spark, Data Lakes, NoSQL, Deep Learning (Tensorflow, MLP, tuning deep learning models), Machine Learning (Sklearn, SVM, gradient boosting, random forest), Polystores, Data transformation, Statistics extraction and (meta)data analysis

Orange | Apr 2016 - Sep 2016

R&D Engineer - Data science

Design of a quality of service simulator for the transmission of critical data Technologies: Graph databases, owl , rdfs++, knowledge engineering, IoT,M2M, recommendation, shortest path, graph analytics, machine learning, unsupervised learning, cypher, python

Tunisian Cloud | Jul 2015 - Aug 2015

Software Engineer

Development of a training center management application using AngularJs NodeJs Express and MongoDB (MEAN Stack). Technologies: UML design, Mongodb, nodejs , angularjs , bootstrap, mvc , design pattern, full stack developement

Faculty of science of tunis | Jun 2015 - Jul 2015

Software Engineer

Design of a web application to manage the database of North African Chromosome Y using NOSql DB Cassandra in a J2EE development environment

Ooredoo Tunisie | Jul 2014 - Aug 2014

Software Engineer

Development of an RH application in Oracle ERP.

Centre d'Etude et de Recherche des Télécommunications | Jun 2014 - Jun 2014

Software Engineer

Development of an MVC5 Asp.Net application to manage IT departement

Centre d'Etude et de Recherche des Télécommunications | Jul 2013 - Jul 2013

Software Engineer

Installing and Configuring an open source network monitoring software on Linux ( Nagios )

My Education

Take a look at my formal education

PhD (Doctor of Philosophy), Computer ScienceUniversité Grenoble Alpes | 2021
Engineer’s Degree, Computer Software EngineeringNational Institute of Applied Science and Technology | 2016
High School, MathematicsAbd aziz khouja | 2011

About Me

asma zgolli

Expert in #MachineLearning, #DeepLearning and #Bigdata | Enthusiastic public speaker and tech writer.

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