Umansh Agarwal

About Umansh Agarwal

I am passionate about learning new languages and technologies. I have experience coding in C, C++, Python, and Javascript and have handled SQL. I enjoy exploring new Data Structures and love seeing them working by using different algorithms. I am keen on implementing data science and IoT in harmony to make human lives better. I also enjoy exploring the field of Machine learning and Artificial Intelligence. I am always open to new opportunities where I am exposed to new technologies and challenges and where I build something new. I enjoy developing new things. I aim to combine the beauty of design with the logical perfection of coding. I am training myself every day and pushing my limits to discover new ways of creating an excellent experience for the users.

Experience

1. Associate Consultant

   EY

   Sep 2025 — Present · IN

   Cybersecurity AI Engineer | UEBA SMEAs a Cybersecurity AI Engineer specializing in User and Entity Behavior Analytics (UEBA), I focus on designing machine learning–based use cases to detect anomalous patterns and insider threats. My role involves developing tailored ML models using security data derived from diverse user and entity activities across the enterprise.Key Focus Areas-Development of UEBA use cases leveraging behavioral baselines and statistical anomaly detection-Data modeling and feature engineering using enterprise log data extracted via Splunk queries-Deployment of daily ML pipelines for training and inference across behavioral data windows-Standardization and modularization of ML code for scalable use case delivery-Bridging cybersecurity and AI by aligning detection logic with explainable and interpretable outcomes-Understanding client requirements, translating them into technical detection needs, and delivering the right solution aligned with business and security objectives.

Education

• SRM IST Chennai

  Bachelor of Technology - BTech, Computer Science - IoT