ML · PARTICLE PHYSICS · 2020
Addressing Hadron Collider Challenges with ML
Applied machine learning to Z boson detection, particle identification, dark matter searches, and Bayesian optimization of LHC detectors.
NLP · CHATBOT · 2020
StackOverflow Chatbot Assistant
Built intent recognition and question classification to find relevant Stack Overflow answers for user questions.
REINFORCEMENT LEARNING · 2020
Solving Easy21 with Reinforcement Learning
Implemented an Easy21 simulation and RL agents, then visualized and compared their performance.
ML · CLOUD DEPLOYMENT · 2019
Predicting Income Potential
Explored demographic data, engineered features, trained and tuned models, and deployed predictions through a web application.
FORECASTING · 2019
Predicting Future Sales
Prepared data and trained machine learning models to forecast monthly product and store sales.
DATA SCIENCE · MUNICH · 2019
Analyzing the Housing Situation in Munich
Combined housing and neighborhood data with unsupervised learning to explore rental prices and local infrastructure.
WEB APPLICATION · SYRIA · 2013—2014
ADSL Port Management Platform
Designed an Oracle database, requirements, and application architecture for managing ISP ADSL port distribution.
NLP · ARABIC · 2012—2013
Building a General Ontology for Arabic
Designed an Arabic language ontology using a lexical resource and linguistic patterns to identify semantic relationships.
SEARCH · PLANNING · 2012
Planning in the Game World
Built a cube-game simulation and generated plans with informed search algorithms such as A*.
ESTIMATION · VISUALIZATION · 2011—2012
Air Pollution Estimator
Estimated pollutant concentrations from environmental attributes and visualized their distribution using GIS tools.
COMPILERS · 2010
Mini-Pascal Compiler
Implemented lexical parsing, syntax analysis, type checking, and bytecode generation for Mini-Pascal.