Farah Siddiqui
Senior AI Security Engineer
Karachi, Pakistan · Asia/Karachi (UTC+5) · 10 years of experience
Farah focuses on securing AI applications, data paths, model supply chains, and agent permissions.
Request a shortlistWhy this profile fits
AI-specific threat modeling
Covers prompt injection, sensitive-data exposure, unsafe tool use, model supply chains, and excessive agency.
Least-privilege architecture
Scopes identities, tools, data access, secrets, and network paths to the minimum required for each workload.
Adversarial validation
Turns abuse cases and incidents into repeatable tests, monitoring signals, and response playbooks.
Relevant toolkit
Kubernetes SecurityLLM Red TeamingSIEMDelivery evidence
Selected work
AI Application Threat Model
digital bankingDesigned and delivered a AI security programme focused on LLM application threat modeling; closed 84% of high-risk prompt-injection and data-exposure paths before production release. The release included threat models, least-privilege controls, adversarial tests, logging, and incident playbooks mapped to OWASP guidance.
Prompt-Injection Test Harness
digital banking operationsBuilt the supporting control and measurement layer for the primary system, covering review queues, regression checks, operational visibility, and a documented handoff to the owning team.
Relevant experience
Career timeline
Senior AI Security Engineer
2023–PresentDevlyn client assignments · Remote
- Led LLM application threat modeling delivery for a digital banking team and closed 84% of high-risk prompt-injection and data-exposure paths before production release.
AI Security Engineer
2016–2022digital banking product company (confidential) · Karachi, Pakistan
- Built production systems in digital banking, with increasing ownership of reliability, testing, and stakeholder delivery.
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Skill depth
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Relevant experience by skill
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Languages
Frameworks
Tools
Platforms
Storage
Paradigms
Credentials
Certifications
HashiCorp Certified: Vault Associate (003)
HashiCorp · 2026 · Certified
Google Cloud Professional Cloud Security Engineer
Google Cloud · 2025 · Certified
Communication
Languages
English
Fluent
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