Umar Alam Email & Phone Number

United Arab Emirates

- Conduct an extensive review of existing literature on malware detection in IoT devices.- Develop machine learning models tailored for detecting malware in IoT devices.- Gather datasets containing both benign and malicious IoT device activity.- Preprocess the collected datasets to ensure compatibility with the developed models.- Train the developed machine learning models using the preprocessed datasets.- Trained several machine learning algorithms and combined with feature selection and ensemble approaches and obtained results over 96%.

United Arab Emirates

Participated in an intensive research internship at the Rochester Institute of Technology focused on malware detection in Android and IoT ecosystems using artificial intelligence such as machine learning. I collaborated with a team of researchers to investigate and analyze various research methodologies and wrote a comprehensive research survey paper. My primary tasks were research, analysis, testing of machine learning algorithms, analyzing the collected data, converting findings in graphical form and writing the research observations and findings.