Sep 13, 2021Ten Lessons I Have Learned from Leading an Artificial Intelligence ClubLast year, I was elected as the new president of the Artificial Intelligence club at the Lebanese American University for the academic year 2020–2021. Leading the AI club is a major achievement in my university journey and with the help of the club board, we managed to reach many milestones: …Artificial Intelligence11 min readArtificial Intelligence11 min read
Published in Towards Data Science·Aug 26, 2021Fantastic Google Summer of Code Experiences and How I Found themFor the last three months, I had the opportunity to join the Google Summer of Code in its 2021 version as a Deep Learning intern at the Machine Learning for Science (ML4SCI) organization. My project was part of the End-to-End (E2E) group and dealt with applying Deep Learning for boosted…Deep Learning9 min readDeep Learning9 min read
Published in Towards Data Science·Nov 14, 2020Detecting Muon Momentum in the CMS Experiment at CERN using Deep LearningThe detection of muons is an important task in the CMS experiment at CERN (European Organization for Nuclear Research). Muons are usually expected to be produced by many physical experiments studied in depth at the CMS physics program at CERN. For example, one way to study the famous Higgs Boson…Deep Learning8 min readDeep Learning8 min read
Published in Zaka·Oct 13, 2020Plant Images Segmentation with Deep LearningHow we tackled plant images segmentation problem with Deep Learning. Identifying weed plants in cultivated field is a time-intensive task. Automating such a task can drastically reduce the time needed to identify and remove weeds and thus increase the yield and the productivity of the workers. In our latest project…Deep Learning7 min readDeep Learning7 min read
Published in Analytics Vidhya·Aug 24, 2020Member-onlyHow to Structure a Reinforcement Learning Project (Part 2)Hello, Hello! Welcome back to the second part of my series on How to structure RL projects ! Start the Journey: Frame your Problem as an RL Problem Choose your Weapons: All the Tools You Need to Build a Working RL Environment (We are Here!) Face the Beast: Pick your…Reinforcement Learning8 min readReinforcement Learning8 min read
Published in Analytics Vidhya·Jun 21, 2020Member-onlyHow to Structure a Reinforcement Learning Project (Part 1)Ten months ago, I started my work as an undergraduate researcher. What I can clearly say is that it is true that working on a research project is hard, but working on an Reinforcement Learning (RL) research project is even harder! What made it challenging to work on such a…Reinforcement Learning7 min readReinforcement Learning7 min read
