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Engagements

Specialized training programs and technical engagements beyond formal education.

2024

Intelligent Systems

ML & Deep Learning Training

Advanced technical training in Machine Learning and Deep Learning architectures — focusing on predictive modeling, neural network design, and algorithmic execution pipelines for real-world classification and regression tasks.

Overview

Focused on building and optimizing neural networks for practical applications. Explored various architectures including CNNs, RNNs, and Transformers, emphasizing algorithmic efficiency and model accuracy.

Python TensorFlow PyTorch Data Preprocessing Model Optimization
2025

APAC Cybersecurity Fund · Google.org

Cybersecurity Specialist Training

Specialized architecture training under the APAC Cybersecurity Fund (supported by Google.org), focusing on threat vector mitigation, data sanitization protocols, secure API design, and full-stack system hardening methodologies.

Overview

Intensive training program focused on defensive security principles. Learned to identify vulnerabilities, implement robust mitigation strategies, and architect systems resilient against common threat vectors.

Threat Modeling SQL Injection Prevention API Security System Hardening Vulnerability Assessment
2025

Applied Tech Program

GenAI & Advanced Systems

High-level training in generative AI systems integration, hardware infrastructure management, and localized data networking configurations — bridging physical computing infrastructure with modern AI deployment pipelines.

Overview

Explored the intersection of hardware infrastructure and cutting-edge Generative AI. Learned to deploy and manage AI models in resource-constrained and localized environments.

GenAI Integration Infrastructure Management Local Networking Model Deployment System Architecture