Abbas Ali Mirza
SWE @T-Mobile | CS + Econ @ UIUC | Ex-Data Eng Intern @ MarketSource (Allegis Group) | Undergrad Researcher | Data, ML, AI, Investment & Real Estate Enthusiast
- Role
- Undergraduate Machine Learning Researcher - Monet Labs at Siebel School Of Computing And Data Science
- Location
- Bellevue, WA, US
- LinkedIn followers
- 500 followers
About Abbas Ali Mirza
Hi, I’m Abbas, a Computer Science + Economics graduate from UIUC and current Software…
Experience
Undergraduate Machine Learning Researcher - Monet Labs
Siebel School Of Computing And Data Science
Jan 2025 — Present · Champaign, IL, US
Conduct research under Professor Klara Nahrstedt, exploring the Array of Things (AoT) dataset to analyze data redundancy in multi-modal urban sensing networks. Investigate how redundancy from co-located sensors impacts model accuracy and efficiency in downstream tasks, leveraging graph neural networks and WaveNet-based architectures. Contribute to identifying best practices for sensor deployment and data utilization in large-scale urban sensing systems. Collaborate with a multidisciplinary team to advance research in distributed multimedia systems and IoT applications.Key Focus Areas:• Data redundancy and its impact on predictive tasks• Graph neural networks and WaveNet models for urban sensing• Sensor data analysis and optimization for cloud-based systems
Education
University of Illinois Urbana-Champaign
Bachelor of Science - BS, Computer Science and Economics
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