Experience

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  Wevioo

  Feb 2020 - Jun 2020

  Data scientist - stagiaire

  Esprit-Tech in collaboration with WEVIOO.• Spearheaded the acquisition of profiles through advanced web scraping techniques on LinkedIn.• Utilized Natural Language Processing (NLP) and automated text data processing to cleanse the acquired data and extract pertinent information, followed by profile scoring.• Led the development of a recommendation model to enhance talent acquisition processes.• Designed and implemented an interactive Dashboard using Django framework to visualize and analyze data effectively.𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 : Python , Machine Learning , NLP , Web , Scraping (BeautifulSoup) , Django Show less

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  Comunikcrm

  Jul 2020 - Sept 2020

  Data scientist - stagiaire

  𝐃𝐞𝐬𝐢𝐠𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐢𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭𝐢𝐧𝐠 𝐚𝐧 𝐀𝐏𝐈 𝐟𝐨𝐫 𝐫𝐞𝐚𝐥-𝐭𝐢𝐦𝐞 𝐝𝐞𝐭𝐞𝐜𝐭𝐢𝐨𝐧 𝐨𝐟 𝐨𝐛𝐣𝐞𝐜𝐭𝐬 𝐚𝐧𝐝 𝐢𝐧𝐝𝐢𝐯𝐢𝐝𝐮𝐚𝐥𝐬 𝐮𝐬𝐢𝐧𝐠 𝐚𝐝𝐯𝐚𝐧𝐜𝐞𝐝 𝐀𝐈 𝐭𝐞𝐜𝐡𝐧𝐢𝐪𝐮𝐞𝐬.• Spearheading the modeling and implementation of AI algorithms for precise object, person, and motion detection.• Orchestrating the development and deployment of AI solutions to discern customer emotions, thereby gauging satisfaction levels effectively.• Leveraging expertise in Machine Learning, Python, and cutting-edge Computer Vision technologies including OpenPose and TensorFlow for seamless integration of emotion and gender recognition, as well as precise head pose estimation.𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 : Machine Learning, Python, Computer Vision (OpenPose, Object Detection with TensorFlow), Emotion/Gender Recognition, Head Pose Estimation. Show less

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  Smart conseil

  Apr 2021 - Oct 2021

  Data scientist - data engineer - end-of-studies internship

  𝐆𝐞𝐧𝐞𝐫𝐢𝐜 𝐝𝐚𝐭𝐚 𝐜𝐨𝐥𝐥𝐞𝐜𝐭𝐢𝐨𝐧 𝐚𝐧𝐝 𝐦𝐨𝐝𝐞𝐥𝐢𝐧𝐠 𝐨𝐟 𝐝𝐨𝐧𝐚𝐭𝐢𝐨𝐧𝐬.𝐏𝐚𝐫𝐭 𝟏:• Development of scraping robots for websites (YouTube, Google Reviews, Google News, Tameteo).• Update of functionalities of scraping robots already developed by the company (Facebook, Instagram, Twitter, Discord, TikTok).• Development of unit test codes for all robots to verify their proper functioning.𝐏𝐚𝐫𝐭 𝟐:• Development of classifiers:• Hate classifier in Tunisian dialect.• Sentiment classifier in Tunisian dialect.• Toxicity classifier in English and French.• Depression classifier in English and French.• News classifier in English.𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬: Machine Learning, NLP, BERT, Python, Selenium, Docker, FastAPI.Methodology utilized: Agile Scrum, Redmine, GitLab. Show less

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  Datagram

  Mar 2022 - now

  Data engineer