Jonathan Tran

Developed and deployed ML-driven data platforms and pipelines for defense and transportation clients, handling data ingestion, transformation and storage at scale Implemented databases, algorithms and cloud infrastructure, ensuring performance, security and maintainability Built and maintained CI/CD pipelines and containerized deployments using Docker, Kubernetes and Gitlab CI Architected system components and delivered deployable proofs of concept, evaluating feasibility, cost and production-readiness Enhanced system reliability and resilience through monitoring, observability and infrastructure hardening Trained engineering teams on secure development practices, DevOps workflows and best practices for data-intensive applications Conducted applied research in embedded system security, Cyber Threat Intelligence (CTI) and LLM-based solutions, including a GPT-4 proof-of-concept host service

Led software development for secure enterprise and industrial systems, including Python applications on Docker and cloud infrastructure Conducted security audits, penetration tests and risk assessments across networks, applications and industrial devices Managed R&D on CTI tools and defensive technologies, implementing custom data collection and exploitation pipelines Contributed to business development: proposals, client management and strategy for defense and energy clients

Implemented cloud-based applications for industry leaders in the Health and Retail sectors.

Wrote a series of lessons on data structures and well-known algorithms with C/C++ implementation.

Implemented and migrated internal finance management apps.

Provided support and lesson material to entry-level students.

Conducted audits and penetration testing for clients in Eastern France.

Designed and implemented features for the school’s internal portal.