I’m Ayman Lafaz Machine Learning Engineer, I’ve worked on many Machine learning and Data Science projects especially in time series forecasting, data analytics and visualization and computer vision, I’m always looking for new opportunities to share and expand my skills also as a freelancer.
Data Science and Machine Learning Freelancer | December 2021 - March 2023
Working with clients on various data and machine learning related projects, taking a data driven approach to solve challenging business problems. Some of the services I’ve provided to clients include the following:
- Machine Learning deployment
- Time Series Forecasting, Anomaly detection and forecasting
- Computer Vision
- Development of Data Pipelines
- Data Visualization and Reporting
NLP Intern - Architeo | July 2022 - September 2022
As an NLP Intern at Architeo, I was tasked with building a chatbot to communicate with the company’s clients or partners or job candidates and extracting information from the conversation to an SQL database and deploying the chatbot to the company’s website.
Machine Learning Engineer Intern - YaneCode Digital | August 2022 - September 2022
At Yanecode I worked on building a Youtube Analysis Tool which scrapes a youtube video comments or comments from the top 5 search results in the case of keyword and calculates the sentiment scores for those comments this was done using Flask for the web app, FastAPI for deploying the logistic regression model trained on Doc2Vec embeddings of the Amazon polarity dataset and Neo4J for the database to store a user previous researches and the results yielded by the model. The choice of the model was done after a series of experimentation with multiple algorithms including Logistic Regression, Decision Trees, Random Forest, SVM, LDA and LSTMs.
Data Science Intern - Steps | July 2021 - September 2021
As an intern at Steps I worked on the analysis of review data about different moroccan attractions using NLP and implementation of a Recommender System for a tourism web application. and the deployement of the model to Google Cloud Platform using Docker and Flask API.
Artificial Intelligence Engineering - École Nationale Supérieure d’Informatique et d’Analyse des Systèmes, Rabat, Morocco | 2020 - 2023
Classes Préparatoires aux Grandes Ecoles - TSI - Lycée Salmane Al Farissi, Salé, Morocco | 2018 - 2020