Experience

Backend AI Engineer Intern

FlyRank AI - Chicago, Illinois (Remote)

Jun. 2026 - Sept. 2026

Integrated a third-party LLM API into the backend, managing streaming responses, retries and error states. Implemented token-based authentication with route-level authorisation to protect the API endpoints. Engineered a usage-metering service that tracks per-request token consumption and computes spend, giving the team cost visibility over model calls.

Project Assistant

Memorial University, School of Graduate Studies

Sept. 2025 - Dec. 2025

Contributed to website development and content updates, improving the school's online presence and accessibility. Produced graphic design and promotional materials, redrawing and standardising visual assets so the school's recruitment and event collateral stayed consistent.

Research Assistant

Memorial University, School of Graduate Studies

May 2025 - Aug. 2025

Conducted target research to identify and evaluate prospective guest speakers and subject-matter experts for the School of Graduate Studies Entrepreneurship Training Program curriculum.

Skills

Languages

  • Python
  • Java
  • TypeScript
  • JavaScript
  • Dart
  • SQL
  • HTML/CSS

Security practice

  • Detection Engineering
  • Adversary Simulation
  • Threat Modelling
  • Incident Response
  • Vulnerability Analysis
  • LLM Red Teaming
  • Prompt Injection

Security tooling

  • Wazuh
  • Sysmon
  • Splunk
  • Wireshark
  • Nmap
  • Kali Linux
  • MITRE ATT&CK
  • CIS Benchmarks

Cloud & infrastructure

  • AWS
  • Azure
  • Docker
  • Kubernetes
  • Linux
  • Proxmox
  • Git
  • Firebase

Frameworks & data

  • FastAPI
  • SQLAlchemy
  • scikit-learn
  • NumPy
  • pandas
  • OpenCV
  • MediaPipe
  • Flutter
  • PostgreSQL
  • Firestore