• Fine-tunning different LLMs on Different tasks (Quality estimation, Machine Translation)• Building a Customized English-to-Arabic Machine Translation model for the subtitling domainthat saves at least 60% of translator time.• Built a Customized English-to-Arabic Machine Translation model for the e-commerce domainthat saves at least 40% of translator time.• Implemented end-to-end English-to-Arabic Machine translation models, deployed as REST APIservice - written in Flask and deployed using docker.• Enhancing and improving the Machine Translation model training pipeline.

• Deliver weekly sessions to learners to support them in the program.• Present Nanodegree content in an engaging and digestible format at every session.• Prepare lesson plans for each session according to the curriculum Udacity provides.

Data Science related• Exploratory data analysis for different datasets in different areas• building regression and classifications models• Using different machine learning algorithms (knn, logistic, regression, xgboost, random forest, neural networks) • Answer questions related to machine learning, modeling (regression models), statistics, probability, product management, business cases, SQL and python (mainly pandas).Algorithms and Data Structures related• Tutoring and solving different problems using Data Structures and Algorithms• Writing unit tests for problems.• Solving programming challenges.

• Implement various time series forecasting techniques to forecast the sales• Automate the generation of many analytics reports using Airflow, Python, and Power BI.• Created a Power BI dashboard that shows intensive analytics about mobile Application usage(UFS Sales Pro) and serve as a tracking tool for Unilever• Created a dashboard that shows intensive analytics about sales data for MEPS (The Middle East+ Pakistan + Sri Lanka) region

• Conduct sessions to assist ITI alumni in making the most of their 9-month technical training in order to launch their freelancing careers.• Instruct alumni on how to construct a professional profile.• Instruct alumni on how to write a winning proposal.

Study Groups Mentor at NTL for the following specializations/nano degrees:• Python for everybody Specialization - Coursera• Machine Learning Nanodegree - Udacity• Deep Learning Nanodegree - Udacity • C Programming with Linux Professional Program - EDX• Provide technical guidance to learners.• Answer questions related to the learning track.• Explain topics that are hard to grasp.• Motivate learners to complete the learning track.• Facilitate the learning experience.

• Implemented end-to-end English and Arabic optical character recognition deep neural networks,deployed as REST API service - including text detection and recognition - written in Django anddeployed using docker.• Developed NER model that outperformed the fuzzy regex model used for the information extractionphase from unstructured text.• Implemented various time series forecasting techniques to forecast the sales for a multinational pharmaceutical company.• Created a dashboard that shows intensive analytics for a multinational pharmaceutical company.