Suyog Shinde
DevOps & Cloud Engineer | CKA | AWS Certified Solutions Architect | 2× Red Hat Certified Engineer | SRE & Automation Specialist
- Role
- Graduate Research Assistant - Ai Engineer at Texas A&M University–Central Texas
- Location
- Austin, TX, US
- LinkedIn followers
- 500 followers
About Suyog Shinde
I\'m a results-driven IT professional with a strong background in Cloud Engineer, DevOps…
Experience
Graduate Research Assistant - Ai Engineer
Texas A&M University–Central Texas
Aug 2024 — Present · Austin, TX, US
Pioneered the integration of Retrieval-Augmented Generation (RAG) deep learning frameworks into cybersecurity analytics, leveraging transformer-based models like BERT and GPT to dynamically augment threat detection and streamline incident response.• Developed and fine-tuned deep learning models using cutting-edge algorithms—including LSTM networks and attention mechanisms—to analyze Docker network traffic, resulting in improved prediction accuracy and enhanced scalability in mitigating sophisticated cyber attacks.• Researched different types of cybersecurity network attacks within Docker networking and virtualization to enhance application security,deployment, and scalability.• Investigated various network attacks and developed mitigation strategies, leading to strengthened system defenses and improved securityprotocols• Implemented cost-efficiency strategies by integrating spot instances, ensuring continuous service availability and reduced operationalexpenses.
Education
Savitribai Phule Pune University
Bachelor's degree, Computer Science
Texas A&M University–Central Texas
Master of Science - MS, Computer Information Systems
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