James Clark
@jamesclark
AI security engineer who builds and breaks guardrailed, deterministic AI systems.
PakistanWhat I'm looking for
I’m an AI-security practitioner who both builds guardrailed, deterministic AI systems and breaks them—grounding every claim in live HTTP proofs-of-concept. I specialize in broken access control, including IDOR/BOLA, broken function-level authorization, cross-tenant isolation breaks, and privilege escalation across cloud-networking, enterprise virtualization, and SaaS targets.
I also design agentic tooling for offensive verification: a self-built hunting rig on the Anthropic Claude Agent SDK that automates attack-surface modeling and authorization-differential testing. From my production background in deterministic, schema-enforced AI automation, I’ve shipped the guardrails I now probe for failure—whether through LLM/MCP security testing, authorization boundary checks, or building deterministic automation frameworks with enforced data contracts.
Experience
Work history, roles, and key accomplishments
AI Security & Red-Team Contractor
AI Security & Red-Team
Jan 2026 - Present (6 months)
Conduct offensive security research against web, cloud, and AI/LLM targets, specializing in broken access control and cross-tenant authorization flaws with live proof-of-concept reporting. Design and operate a self-built agentic hunting rig for automated attack-surface modeling and authorization-differential testing.
Co-Founder & Lead Automation Architect
Linkrypt Technologies
Jan 2021 - Present (5 years 6 months)
Built deterministic, guardrailed AI automation systems with enforced data contracts, owning architecture, reliability, and end-to-end delivery. Engineered cross-platform API integrations using REST, GraphQL, and webhooks with structured schema enforcement focused on integrity and trust boundaries.
Operations Manager
Hashage (Ireland)
Jan 2024 - Jan 2025 (1 year)
Owned automation operations for 200+ clients, engineering end-to-end workflows that reduced manual data handling by about 70%. Set and enforced operational standards to improve system reliability and process compliance.
Education
Degrees, certifications, and relevant coursework
University of the Punjab
Bachelor of Business & Information Technology (BBIT), Marketing & Information Technology
Earned a Bachelor of Business & Information Technology (BBIT) with a major in Marketing & Information Technology at the University of the Punjab, Lahore.
U.S. Department of State (ECA)
English Access Scholar (fellowship), English Language Program
Activities and societies: English Access Scholar: competitive 2-year fellowship; 360+ training hours overseen by the U.S. Embassy.
Completed the English Access Scholar program, a competitive 2-year fellowship with 360+ training hours overseen by the U.S. Embassy.
Tech stack
Software and tools used professionally
Availability
Location
PakistanAuthorized to work in
Website
hackerone.com/abredhatJob categories
Skills
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