Keep in touch with meI'm using Intch to connect with new people. Use this link to open chat with me via Intch app
Work Background
Lead Data Scientist
Speedhome.comLead Data Scientist
Dec. 2020 - Apr. 2024Toulouse, Occitanie, France► Data science: ↳● Built supervised and unsupervised default prediction model ↳● Designed market research and segmentation systems ↳● Recommendation engine to drive more enquiries and increase user fulfilment ↳● Machine learning based search engine to boost listings with highest potential ↳● NLP based project to exclude window shoppers based on their messages ↳● Intent based chatBot to increase response time from our staff ↳● Churn prediction to optimise staff efforts ↳● Time series sales / demand / supply forecasting ↳■ Stack: Python, SQL, ElasticSearch, machine learning, Deep learning, Scikit learn, TensorFlow, Keras, Pandas, Numpy, MLFlow, NLTK, Spacy, GIT ► Data engineering / MLops: ↳● Building data lakes & warehouses ↳● Data preprocessing, quality & Data management ↳● ETL based automations ↳● Machine learning models deployment to production ↳● Automatic ML system monitoring ↳● Web Scraping for new leads and properties pricing index ↳■ Stack: AWS, Python, SQL, ES, Spark, Databricks, Airflow, Docker, Flask, APIs, Selenium, Linux, GIT ► Data analysis / BI: ↳ ● Building dashboards ↳ ● Data insights and reporting ↳ ● Alerting systems ↳ ● A/B testing ↳ ■ Stack: Tableau, PowerBI, Google Studio, Python, SQL, Spark. ► Management: ↳● Data department roadmap ↳● Team lead of 4 data collaborators ↳● Stakeholders and expectations management ↳● Use of Agile method through Jira ↳● Knowledge transfer and team up-skilling ↳● Data projects manager
Data Scientist
Speedhome.comData Scientist
May. 2019 - Apr. 2024Lille, Hauts-de-France, France► Data science: ↳● Built supervised default prediction model ↳● Recommendation engine to drive more enquiries and increase user fulfilment ↳● Machine learning based search engine to boost listings with highest potential ↳■ Stack: Python, SQL, ElasticSearch, machine learning, Deep learning, Scikit learn, TensorFlow, Keras, Pandas, Numpy, MLFlow, GIT ► Data analysis / BI: ↳ ● Building dashboards ↳ ● Data insights and reporting ↳ ■ Stack: Tableau, PowerBI, Google Studio, Python, SQL
Data Scientist consultant
Open Devices UGData Scientist consultant
Jul. 2018 - Jan. 2019Berlin Area, GermanyOpen Devices is a Berlin based start-up providing IOT services and dashboards, my tasks there were mainly: - Analyzed potential IOT markets, bringing 1500 business leads to the company. - Individual customers platform usage analysis helping to improve user experience. - Built visualization dashboards and statistical insights.
Data Scientist
Q-ResearchData Scientist
Feb. 2018 - May. 2019Paris Area, FranceQ-research is a quantitative company working on providing consulting to hedge fund and stock market investors, my work there was mainly on: - Web scraping financial data from multiple sources - Analyze stock’s news using Natural Language Processing to detect red/green flagged stocks - Fundamental & technical analysis on SP500 stocks helping hedge fund predict high value investments - Portfolio optimization to maximize return on investment
Data Analyst
TatacoData Analyst
Jan. 2016 - Jan. 2018Constantine, AlgeriaTataco is an Algerian industrial company specialized in producing and selling Mercerized Thread, my main job there was R&D on how to improve production, logistics processes usig the power of data: - Initiated logistics process improvements decreasing delivery time by 30% - Conceptualized fully new production system increasing production by 200% without recruiting new staff. - Developed data collection systems

Requests

Touchpoint image
0
Looking for a Job
Data Analyst: Expertise & Opportunities
Intch is a Professional Networking App for the Future of Work
300k+ people
130+ countries
AI matching
See more people like Khaled on Intch
IT
453430 people
21
Line product manager @ Thales
0
Operations Specialist @ ICUC
24
Project Manager @ AGRIVI
ITProduct Manager
74683 people
21
Line product manager @ Thales
40
Founder @ amenai.net
31
Co-founder @ SunKot Solutions