الرئيسية
Biography

I'm Albara Ramli, a Ph.D. student and a researcher in computer science department at University of California, Davis. I received my BS.c degree in Computer Engineering from University of Tripoli and I received my Master's degree in Computer Science from University of California, Davis. My Ph.D. & MS advisor is Prof. Xin Liu. My research interests include machine learning (deep learning and reinforcement learning), a data-driven approach in networking, and Human activity recognition.


Education
  • Ph.D. (student); in Computer Science; University of California, Davis
  • MS; in Computer Science; University of California, Davis
  • IEP; Intensive English Program; University of California, Davis Extension
  • BS.c; in Computer Engineering; University of Tripoli, Tripoli

Projects
  • Identify the patterns in gait characteristics in Duchenne muscular dystrophy patients based on wearable sensor [a mobile app and machine/deep learning approach to identifying disordered gait to aid early diagnosis and measurement of disease progression in children with Duchenne muscular dystrophy] (UC Davis 2020)
  • Alzheimer’s Disease Platform [Development and piloting of a digital application designed to promote exercise and a healthy diet among older adults at risk for cognitive decline] (UC Davis 2020)
  • Covid-19 Symptom Scientist Platform (UC Davis 2020)
  • Translate Eye Blinks to a spoken/written language [a deep learning model predicts the state of the eyes of and converted it to sequences of words in Amyotrophic lateral sclerosis (ALS) patients] (UC Davis 2019)
  • Cross-layer interaction between transport vs application layers: Congestion Control and Adaptive Bitrate Streaming cross-layer, Reinforcement learning approach [a framework generates ABR algorithms and congestion control using reinforcement learning to recognize the effects of transport layer vs application layer] (UC Davis 2019)
  • Reproduce Neural Adaptive Video Streaming with Pensieve [a system that generates ABR algorithms using reinforcement learning] (UC Davis 2018)
  • Reproduce Pantheon of Congestion Control [a community evaluation platform for academic research on congestion control] (UC Davis 2018)
  • Protection of privacy data in your vicinity: device identification in wireless environments, data-driven approach in networking [a framework to recognize the number of actively-transmitting devices in the vicinity and the type of each device in the vicinity] (UC Davis 2018)
  • Network Security: System Secure and Policy Protection [Implementing a real-world scenario to verify that the integration of security requirements by different companies in the same network is secure. And using an assurance step to verify security requirements (Bell-LaPadula model, Bibamodel, and ACM).] (UC Davis 2018)
  • SBR Polyglot programming: a platform of hyper programming languages. (UC Davis 2017)
  • Measuring Network Performance: The Impact of Dyn 2016 Cyber-attack (UC Davis 2017)
  • Virtual reality: developing an experimental platform with Oculus to collect head orientation data of 360-degree video (UC Davis 2016)

Publication

Talks

Academic Activity
(at University of California, Davis)
  • Teaching Assistant (TA) for Senior Design Project course
    • Jan 2016- June 2020
  • Graduate Researcher
    • Sep 2016 - Current
  • Graduate Student Researcher (GSR)
    • Aug 2020 - Dec 2020
    • Sep 2018 - Dec 2018
    • Sep 2016 - Dec 2016
  • Undergraduate Researcher
    • Aug 2015 - Sep 2016

Work Experience

Contact me
  • Email: albara[at]ramli.net
    • Anytime
  • Phone: +1 (530) 220-3068
    • Text: Anytime
    • Call: By appointment
  • Office #: Kemper Hall 2231
    • Location: University of California, Davis
    • Meeting: By appointment (currently online only)