Below you will find pages that utilize the taxonomy term “Machine Learning”
Project
Adversarial Privacy for Activity Monitoring
With the advance of smartphones, wearables devices, and other Internet of Things devices, there is a variety of sensors that are generating time-series measurements of your daily activity. These sensors allow the emergence of new services that are beneficial to several areas including health monitoring, safety, and productivity. While cameras, microphones, and the location are preserved as privacy-sensitive, the privacy implication of activity recognition sensors is still underestimated. In fact, the detailed time-series user data shared with untrusted third parties could be used to infer private and sensitive information user information (e.
Experience
Privacy Preserving Machine Learning Research at Imperial College London
I am working as part of the Undergraduate Research Opportunities Program (UROP) at the Information Processing and Communications Lab at Imperial College London.
Privacy-Aware Sharing in Smart Grids (canceled) In the new generation electricity supply networks, smart meters play a key role in recording the electricity consumption of a household by reporting it to the utility provider in real-time. However, this real-time information also carries sensitive personal information about the user’s activities.
Project
Clinical Decision Support System for COVID-19 patients management
Everybody has head about COVID The first case of COVID-19 was detected in Wuhan, China, on December 31st, 2019. Soon after, the WHO has characterized this viral disease as a global pandemic. Many governments have imposed a lockdown to protect the NHS from being overwhelmed and limit the spread of the disease. Since then, the COVID-19 has seriously impacted businesses and the economy. It also has been had serious implications for people’s livelihoods and health.
Project
Smart Baby monitor
We have implemented a smart baby monitor that records the temperature of a baby regularly and saves it on an online database, Firebase. It uses machine learning to check if the baby is crying or not.
An android user-friendly mobile application has been made so that the parents can receive notifications and check on the baby’s current temperature and its history using Java as a programming language. Screenshot of the mobile application's main view The ARM microcontroller is programmed to collect the read the data from the sensor using I2C protocol and C++ as a programming language.
Experience
Content Creator Intern at ARM
During my 12 weeks internship, I was a content creator intern in the Arm University Program. I worked on revamping one of the educational kits, Rapid Embedded Design and Programming Online Course, under the supervision of my line manager.
The Rapid Embedded Design and Programming Online Course is a 10/14 weeks university course. It aims to help the student develop their skills of using high-level programming tools and languages to rapidly design and program ARM-based embedded systems and prototype them for various applications.
Project
Master Mind Solver
The mastermind game is a board game which opposes a code maker and a code breaker. The code maker will have to come up with a random sequence of colors, and the codebreaker will have to try and find it. At every attempt, the code maker will have to give feedback to the codebreaker. My objective was to build an effective and non-time consuming solver. I have done so using a Genetic Algorithm coded in C++.