- Recipient of Excellence and Innovation Awards in Q2 2024

- Anomaly Detection with AI/ML approach in Network Big Data - Outage Impact Analysis for Wireless Real-Time Service Visibility (RTSV)- Exploratory Data Analysis and Pre-Processing, Modeling and Evaluation

- One of 80 candidates chosen within the Bell U Career Learning Program; Cohort 4 - Machine Learning Engineer- Accelerated learning program alongside regular full-time position involving two phases of online courses followed by 8 weeks of full-time On-the-Job training- Content specializes in Machine Learning, but covers content in various areas, including: build and train neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers, and learn how to make them better with strategies such as Dropout, BatchNorm, Xavier/He initialization, and more

- Designing, developing, testing, and supporting different automated tools for network provisioning- Build tools to eliminated manual work on network devices, decreasing human error and increasing equipment/network health- Solve conflicts between manual work (technicians) and automated work- Recipient of Excellence and Innovation Awards in Q1 2022