Capstone Projects
2024-2025
Smart Attend: Intelligent Recognition System for Attendance TrackingStudent(s): Nader Chanaa, Haitham Yassine
Advisors: Dr. Lina Abou Abbas
2024-2025
Autonomous Hospital Sanitizer and Health Service RobotStudent(s): Abbas Abdallah, Hasan Bazzi, Mohamad Jaber
Advisors: Dr. Joe Tekli
2024-2025
VisionHub: Automatic Car Number Plate, Type, Make and Color Detection and Recognition SystemStudent(s): Ali Zayat, Amir Amine
Advisors: Dr. Joe Tekli
2024-2025
E-Z Shoes: Medical Roller Shoes for Rehabilitation WalkingStudent(s): Mariam Barhoumi, Jinan Ali, Maher Abou Dargham, Shadi Shehade
Advisors: Dr. Noel Maalouf
2024-2025
Robin ASDA: Robot in Autism Spectrum Disorder AssistanceStudent(s): Hadi Bdeir, Nour Michael, Reem Shehayib, Sharbel Abousabha
Advisors: Dr. Noel Maalouf
2024-2025
DiaBEAT: A Non-Invasive Continuous Glucose Monitor with Automated Insulin Pump and Mobile Application.Student(s): Taline Saad, Hassan Tfaily, Elissa Diab, Valerie Naufal
Advisors: Dr. Noel Maalouf
2024-2025
PulseGuard: Smart Health Solution for Safer, Healthier LivesStudent(s): Mohamad Kalaoun, Zeina El Ayoubi, Mohamad Al Zhori
Advisors: Dr. Harag Margossian
2024-2025
SmartGrow: Intelligent Greenhouse AutomationStudent(s): Antonio Geara, Joe Rahi, Anthony Fadel
Advisors: Dr. Harag Margossian
2024-2025
Good2Go: Smart Sorting for Safer MealsStudent(s): Lea Haidamous, Lara Ayass, Jad Baradei, Jessica Saikali
Advisors: Dr. Maria Abi Saad
2024-2025
DoseCare: Automating Medication Management through a Customizable Smart Pill DispenserStudent(s): Steven Mansour, Hillary Tannous, Marie-josée Tannous, Toni Tannous
Advisors: Dr. Maria Abi Saad
2024-2025
EcoFloatStudent(s): Paul El Zghendy, Eddy-Elio Nehme, Ryan Dagher
Advisors: Dr. Zahi Nakad
2024-2025
RoadrunnerStudent(s): Rebecca Bou Zerdan, Nicolas Hasbani, Marc Aziz
Advisors: Dr. Zahi Nakad
2024-2025
HALO: An Intelligent Safety Helmet for MotorcyclistsStudent(s): Joya Maria Saade, Joey Angelil, Christopher Zein, Georges Barhouche
Advisors: Dr. Zahi Nakad
2024-2025
MinBot: an AI-powered Meeting Automation ToolStudent(s): Emmanuel Mouawad, Jad Zeineldine, Souheil Moussa, Taleb El Housseiny
Advisors: Dr. Samer Saab Jr
2024-2025
AI Classroom Suite (PURPLE)Student(s): Alex Iskenderian, Tatiana Yazbek, Elie-Joe Farah, Charbel Boutros
Advisors: Dr. Samer Saab Jr
2024-2025
E-S.H.A.R.A. - إشارةStudent(s): Aya Jouni, Farah Al-Nassar, Georgio El Khoury, Razan Hmede
Advisors: Dr. Samer Saab Jr
2024-2025
WE-VOLT: Wireless Charger for EVsStudent(s): Vanessa Hanna, Nassim Yassine, Lynn Ghoussoub, Ghadi Eid
Advisors: Dr. Dani Tannir
2024-2025
PIONEER: Peer-to-Peer Integrated Optimized Energy Exchange ResourceStudent(s): Mahmoud Kebbi, Omar Al Taky, Wafic Alayli, Abed Al Rahman Mneimneh
Advisors: Dr. Raymond Ghajar
2024-2025
Automatic Solar Panel CleanerStudent(s): Tracy El Ashkar, Carl El Khoury, Jad Abboud
Advisors: Dr. Raymond Ghajar
2024-2025
Smart Microgrid System for a Telecom Base StationStudent(s): Samih El Haj Ibrahim, Ahmad Doghman, Mohammad Taha
Advisors: Dr. Dima Fares
2024-2025
Eyes that Hear: Enhancing Accessibility with Smart Glasses for the DeafStudent(s): Ali Assi, Sara El-Kass, Rona Elias
Advisors: Dr. Samer Saab
2024-2025
Revolutionizing Live Performances With Gesture-Controlled Audio-VisualsStudent(s): Karam Azar, Samir Fawaz, Andreo Kobersy
Advisors: Dr. Samer Saab
2024-2025
LawnNav: Effortless Lawn Care with Autonomous MowingStudent(s): Naim David Dankar, Jean Paul Chemaly, Tony Sleiman, Samir El Hachem
Advisors: Dr. Samer Saab
2024-2025
Wirely: Redefining 3D Printing and Circuit LayeringStudent(s): Charbel El Beaini, Fares Issa, Kayssar Mikhael, Sarah Rizk
Advisors: Dr. Maher El-Rafei
2024-2025
Meet Beirut: Your Hands-Free Dining and Memory CompanionStudent(s): Adnan Al Zahabi, Amine Malaeb, Riwa Hoteit
Advisors: Dr. Joe Tekli
2024-2025
Harmony ScanStudent(s): Halim Mansour, Christopher El Khoury, Joseph El Choueifati
Advisors: Dr. Lina Abou Abbas
2024-2025
Derma DetectStudent(s): Ratib Saliba, Nader Bou Hamdan, Rachad Chehade
Advisors: Dr. Lina Abou Abbas
2024-2025
Forest Fire Detection Network using Wireless Video and Sensor IdentificationStudent(s): Dany Chaddad, Fares Wehbe, Hasan Dhainy, Razan Houdaifa
Advisors: Dr. Maria Abi Saad
2024-2025
Bike Chain: Dynamic Supply Chain Management and Hardware Integrated Production Tracking for Bicycle Manufacturing AutomationStudent(s): Jude Soueid, Mohamad Nasser, Zakhia Tayeh
Advisors: Dr. Maria Abi Saad
2024-2025
Smart Irrigation SystemStudent(s): Charbel Rachwan, Jad El Khoury, John Jurdak, Elie El Jalekh
Advisors: Dr. Lina Abou Abbas
2023-2024
SmartTurf: Autonomous Turf Management SystemStudent(s): Ali M. Ghaddar, Karim A. Kaouk, Wissam M. Zeineddine
Advisors: Dr. Samer Saab
2023-2024
CPR Commander: An Automatic Chest Compression DeviceStudent(s): Joe P. Abou Haidar, Emilio E. Maalouf, Karem M. Khaddaj
Advisors: Dr. Maria Abi Saad
2023-2024
Unmasking Choir Voices: Exploring Vocal Correctness in Collective SingingStudent(s): Rawan S. Oud, Caren E. Youssef, Lea C. Chahine, Marc A. Farah
Advisors: Dr. Maria Abi Saad
2023-2024
WEAR: WEather Attire RecommenderStudent(s): Karim M. Hamawi, Rabih A. Ayoub, Ghassan H. Awwad
Advisors: Dr. Maria Abi Saad
2023-2024
Wireless Charging of an Autonomous Electric VehicleStudent(s): Elio B. Kamato, Tarek Z. Chammas
Advisors: Dr. Nagham El Ghossein
2023-2024
Osiris – Agricultural RoverStudent(s): Jean Pierre R. Nashef, Mohammad M. Al Moukhallalati, Lana I. El Kassih, Hussein A. Al Hussini
Advisors: Dr. Nagham El Ghossein
2023-2024
Energy tradingStudent(s): Karim F. Kichli, Anas N. Honeini, Adnan J. Hammoud, Ali C. El Dor
Advisors: Dr. Nagham El Ghossein
2023-2024
A 3D-Printed Robotic Gripper with Embedded Sensors for Stiffness Identification and Grasping of Fruits and VegetablesStudent(s): Christy F. El Skaff, Melanie M. Chamoun, Nadine N. Sfeir, Joanne J. Rizkallah
Advisors: Dr. Charbel Tawk
2023-2024
SentinusStudent(s): Ralph A. Aouad, Sara J. Karam, Reda H. Atoui, and Iyad W. Baz
Advisors: Dr. Noel Maalouf
2023-2024
Automated Paint Mixing MachineStudent(s): Naja C. Bou Akar, Hadi V. Sleiman, Ayman N. Mteirek
Advisors: Dr. Raymond Ghajar
2023-2024
Automatic Guitar TunerStudent(s): Marilyse A. Chalhoub, Carl N. Sultanem, Jane G. Daou, Selim K. Harfouche
Advisors: Dr. Raymond Ghajar
2023-2024
Formula 1 Racing SimulatorStudent(s): Ricardo M. Yammine, Manuel L. Germanos, Ramez J. Khazen, Vincent G. El Khazen
Advisors: Dr. Raymond Ghajar
2023-2024
Autonomous Pesticide Sprayer HexacopterStudent(s): Rami M. Hjeij, Hassan H. Al Hakim, Hasan H. Ismail, Mostafa I. Rammal
Advisors: Dr. Harag Margossian
2023-2024
CyclEase - A Self Balancing Bicycle for KidsStudent(s): Fouad R. Rezk, Rahaf Z. Thebian, Steven G. El Khoury
Advisors: Dr. Harag Margossian
2023-2024
Weather-Smart Single-Axis PV TrackerStudent(s): Mohammad H. Adada, Malek A. El Mais, Gabriele P. Ghanimeh, Antonio S. Raad
Advisors: Dr. Harag Margossian
2023-2024
Oatmeal Maker MachineStudent(s): Mohamad K. El Achi, Peter M. Mansour, Mervat O. Atwi, Adnan R. Fadel
Advisors: Dr. Joe Tekli
2023-2024
CourtVision: An Autonomous Basketball Streaming SystemStudent(s): Paul F. El Kouba, Tiana G. Dekermenjian, Marie Joe S. Wakim, Mathilda C. Khalil
Advisors: Dr. Joe Tekli
2023-2024
Localization and Navigation Assistive Device for the Visually ImpairedStudent(s): Wajih Georges D. El Tayar, Mohannad M. Akoum, Mahmoud F. Atoui
Advisors: Dr. Zahi Nakad
2023-2024
Water Pollution Monitor RC BoatStudent(s): Jennifer H. Mitri, Garine H. Demirdjian, Firas F. Abou Karnib
Advisors: Dr. Zahi Nakad
2023-2024
BrainterStudent(s): Nour H. Zeineddine, Rita A. Mroue, Charbel B. Azar
Advisors: Dr. Wissam Fawaz
2023-2024
Eldertom: A Robot Cat for EldercareStudent(s): Youssef A. Kourani, Nour G. Kachmar, Ryan S. Chammas
Advisors: Dr. Wissam Fawaz
2023-2024
AquaGuard: Monitoring, Detection, Prevention and Rescue from DrowningStudent(s): Rami B. Hamadeh, Luidovic N. Zgheib, Richard R. Younes, Anthony J. Tannous
Advisors: Dr. Wissam Fawaz
2023-2024
LUNAStudent(s): Yara E. Aoun, Anthony F. Zaatar, Ralph E. Kmeid, Karen F. Estephan
Advisors: Dr. Wissam Fawaz
2023-2024
Pharma-Tech: The Digital Solution for all PharmaciesStudent(s): Michael T. Al Assaad, Chloe J. Boueiri, Maria J. Hanna, Abboud N. Hayek
Advisors: Dr. Wissam Fawaz
2023-2024
The Hiss-toric Savior: A Robotic Snake for Underground Search and RescueStudent(s): Elie Antoun, Dani Azzam, Ziad Saoud
Advisors: Dr. Wissam Fawaz
2023-2024
SignSense : Sign language at the tip of your fingersStudent(s): Chanelle Assaad, Joey El Ghreichi, Anthony Kurieh, Nizar Masry
Advisors: Dr. Zahi Nakad
2023-2024
PHASER – Piano Hand Assistance System for Extended ReachStudent(s): Elie Feghaly, Kate Garabedian, Elise Ghanem, Simon Joseph
Advisors: Dr. Noel Maalouf
2023-2024
ARMS: Automated Restaurant Management SystemStudent(s): Joseph Abounader, Jawad Bazzi, Jinan El Itawi, Issa Makki, Anthony Semaan
Advisors: Dr. Abdallah Moubayed
2022-2023
TechGuard: Violence Detection Technology for SchoolsStudent(s): Nivine Arabi, Randa El Rifai, Jana Loubani, and Lea Mansour
Advisors: Dr. Chadi Abou Rjeily
2022-2023
Accessibility and Feasibility of Wireless Power TransferStudent(s): Chadi Chamoun , Abdulrahmane Itani, and Sary Yehia
Advisors: Dr. Raymond Ghajar
2022-2023
Augmented Operation RoomStudent(s): Charbel Bou Maroun and Georges Daou
Advisors: Dr. Joe Tekli
2022-2023
Ultrasound AR based assistant kitStudent(s): Lamis Armoush, Roni Abi Hanna, Salim Al Mersally and Ahmad Alsayed Al Sabsabi
Advisors: Dr. Joe Tekli
2022-2023
QLAUN: A Modular, Cost-Effective, Robust, Agile, and Research-Oriented Quad-Legged Autonomous Unmanned NavigatorStudent(s): Mohamad Said Moudallal and Ralph Sakhat
Advisors: Dr. Noel Maalouf
2022-2023
Maximizing Power Accessibility in Smart HomesStudent(s): Alex Ajamian, Kamal Bassil, and Vahakn Tchelderian
Advisors: Dr. Chadi Abou Rjeily
2022-2023
Intelligent table tennis ball machineStudent(s): Marie Noel Atallah, Wadih Ghassaly, and Roy Sawaya
Advisors: Dr. Samer Saab
2022-2023
FLYSMART: Glove Hand Gesture Drone Control in Augmented Reality EnvironmentsStudent(s): Khaled Jalloul, Hala Saadeh, Abbas Farhat, and Bernard Lichaa El Khoury
Advisors: Dr. Noel Maalouf
2022-2023
Complete Arduino-based Health Monitoring System for the ElderlyStudent(s): Ahmad Darwiche , Malek Majzoub , Michael Feghali, and Daniel Tarabah
Advisors: Dr. Wissam Fawaz
2022-2023
Improving Driver’s Quality of Experience through a Variety of Vehicle and UAV-based SolutionsStudent(s): Roudy Abou Zeid, Hasan Basbous, and Antoine Doumit
Advisors: Dr. Wissam Fawaz
2021-2022
Leak Detection SystemStudent(s): Elias Alkallassi, Raymond El Doueihy, Joe El Skayem and Toufic Hannouch
Advisors: Dr. Harag Margossian
2021-2022
Capturing Player Statistics in an Armature Basketball GameStudent(s): Farah El Akoum, Rami Naffah and Roland Salloum
Advisors: Dr. Joe Tekli
2021-2022
Detect ITStudent(s): Hani Al Halawani, Ali Kaiss, Haitham Kanj and Ibrahim Sakr
Advisors: Dr. Jawad El Khoury
2021-2022
Smart car for Autonomous NavigationStudent(s): Mahmoud Aoun, Omar El Sayed and Sarkis Pierre Juvelekian
Advisors: Dr. Noel Maalouf
2021-2022
Neuromorphic Simultaneous Localization and Mapping Using Oculi SensorsStudent(s): Andre Chedid, Jihan Hamdan, Zeinab Hamzeh and Alain Zaloum
Advisors: Dr. Noel Maalouf
2021-2022
Power Line Inspection using UAVStudent(s): Ryan Bedran, Christy Daou, Jad El Fata and Jana Othman
Advisors: Dr. Wissam Fawaz
2021-2022
Automated Voting EnvironmentStudent(s): Myriam Abou Atmeh, Sara Hamdan and Sara Oud
Advisors: Dr. Chadi Abou Rjeily
2020-2021
Smart Car Accident Detection SystemStudent(s): Christopher Breidi, Joseph Chahwan, Anthony Karam
Advisors: Dr. Wissam Fawaz
2020-2021
Autonomous Robotic Window CleanerStudent(s): Monica Abou Jneid, Nour El Chidiac Crystal
Advisors: Dr. Harag Margossian
2020-2021
IntelliBinStudent(s): Tala Dannawi, Najib El Helo, Mohamad Mneimneh
Advisors: Dr. Harag Margossian
2020-2021
HydroGrowStudent(s): Mohamad El Kassar, Mohamad Hassouna, Abbas Shmaysani
Advisors: Dr. Wissam Fawaz
2020-2021
Eaze ShoppingStudent(s): Mahmoud Jabr, Imad Moustafa, Samar Salame
Advisors: Dr. Samer Saab
2020-2021
ScrabBotStudent(s): Abdelkadder Fattaouh, Sharbel Kozhaya, Sylvana Yakhni
Advisors: Dr. Samer Saab
2020-2021
Automated Al Bi-Reflectors for PV SystemsStudent(s): Bahaa Assadi, Rawan Jaafar, Salim Musaed
Advisors: Dr. Harag Margossian
2020-2021
NeuraHausStudent(s): Naim Aoun, Carl Habib, Michel Mansour, Ali Siblani
Advisors: Dr. Chadi Abou Rjeily
2020-2021
Store Payment EcosystemStudent(s): Sawsan El Zahr, Mohammad El Zein, Rita Saliba, Georgio Yammine
Advisors: Dr. Chadi Abou Rjeily
2020-2021
myVoiceStudent(s): Anthony Cattan, Hazem Daher, Najib Fawaz, Hoda Ghosn
Advisors: Dr. Jawad El Khoury
2020-2021
Automated CNC MachineStudent(s): Nay Abi Akl, Gabriel Ajami, Jamil Haidar Ahmad, Elie Nseir
Advisors: Dr. Zahi Nakad
2020-2021
Automated BicycleStudent(s): Ahmad Bitar, Charbel El Khoury, Edwin Odeimi
Advisors: Dr. Zahi Nakad
2020-2021
NoQ Cart: A Smart Shopping SystemStudent(s): Mirna El Rajab, Elio Faraj, Reem Haddara, Jamale Sleiman
Advisors: Dr. Dani Tannir
2020-2021
A Rubble Rescue Device: U-FindStudent(s): John Mitri, Nadine Nassar, Ghadi Rahme, Joe Samen
Advisors: Dr. Wissam Fawaz
2020-2021
DWME: Don’t “waste” my energyStudent(s): Michel Abboud, Charbel Badr, Theresa Kahale, Nour Maalouf
Advisors: Dr. Dani Tannir
2019-2020
Using Image Processing Indoors for Localization and Optimal Path DeterminationStudent(s): Karim Abi Fadel, Rita Mahfoud, Mohamad Orabi, Elie Raad
Advisors: Dr. Zahi Nakad
2019-2020
A.B.T- Automated BartenderStudent(s): Rayan El Ayache, Joe El Zoghby, Anthony Kraimaty, Mario Mokbel
Advisors: Dr. Zahi Nakad
2019-2020
Beach Cleaning RoverStudent(s): Alaa Chaaban, Ali Khalife, Mohammad Kobba, Mostapha Marmar
Advisors: Dr. Harag Margossian
2019-2020
AgriRoverStudent(s): Yehia Abdo Darghan, Monia El Assaad, Yaacoub Yaacoub
Advisors: Dr. Harag Margossian
2019-2020
Automated Frozen Yoghurt MachineStudent(s): Elie Al Osta, Jean Michel Rizk, Raed Kridly Sawaya
Advisors: Dr. Dani Tannir
2019-2020
Indoor Navigation SystemStudent(s): Toufic Chamandi, Andre Ghosn
Advisors: Dr. Dani Tannir
2019-2020
ARMS:Autonomous Robot for Medication ScheduleStudent(s): Mia Antoun, Maria El-Khoury, Leas Sawaya
Advisors: Dr. Chadi Abou Rjeily
2019-2020
Eye Motion-Based WheelchairStudent(s): Marinelle Attieh, Iman Bakaraki, Marise El-Nacousi
Advisors: Dr. Chadi Abou Rjeily
2019-2020
Smart Obviation Sprinkler “SOS”Student(s): Ali Akbar, Hussein Maziad, Alaa Serhal
Advisors: Dr. Wissam Fawaz
2019-2020
Waste Collection Delta RobotStudent(s): Makram Dimachki, Sarkis Sarkissian, Chahine Sebaaly
Advisors: Dr. Jawad El Khoury
2019-2020
Check My Heart”- A Remote ECG Connectivity Solution for the LRCStudent(s): Guy Abi Hanna, Clara Akiki, Joseph Attieh
Advisors: Dr. Joe Tekli
2019-2020
“Environment Twin” - A Digital Twin Weather Event Simulator using Unity 3D”Student(s): Heba Harb, Hamza Nouheid
Advisors: Dr. Joe Tekli
2018–2019
Badde Azbak: Autonomous in-home delivery robotStudent(s): Georges C. Chamoun; Peter El Khouba; Mathiew Lutfallah; Julie-Ann Rammouz
Advisors: Dr. Zahi Nakad
2018–2019
TrippyStudent(s): Ahmad Fakih, Rayyan Fayyad, and Michel Sayegh
Advisors: Dr. Harag Margossian
2018–2019
A smart Alzheimer friendly enviornment - SAFEStudent(s): Joseph Chalhoub, Joey-Jules El Helou, and Rafic Mansour
Advisors: Dr. Wissam Fawaz
2018–2019
Eye-Recognize blind sight assistant systemStudent(s): Rita Abi Akl, Mohammad Al- Abbas, and Eliott Haddad
Advisors: Dr. Dani Tannir
2018–2019
Detecting driving manners using accelerometer dataStudent(s): Milad Bassil, Nabil El Masri, and Youssef Shakrina
Advisors: Dr. Chadi Abou Rjeily
2018–2019
Visible light communication based indoor positioning for smart buildingsStudent(s): Ayman Al Baarini; Rayan Al Sobbahi; Christelle Saliba
Advisors: Dr. Chadi Abou Rjeily