3+ yrs of expertise in designing distributed AI systems, multi-agent frameworks, and scalable RAG pipelines.
2+ yrs of expertise in Deep understanding of transformer mechanics, attention patterns, tokenization, and inference optimization.
Evaluation Science: Ability to design adversarial tests, regression suites, and domain-specific scoring functions.
AI Security: Knowledge of jailbreak prevention, prompt-injection defense, secure tool-use, and

zero-trust agent routing.
Tokenomics: Ability to optimize token usage, context windows, and cost-latency trade-offs.
Distributed Systems: Experience with load balancing, sharding, concurrency, and

high-availability inference clusters.
Observability: Familiarity with tracing, logging, telemetry, and agent-level debugging.
DevOps for AI: CI/CD for model updates, containerization, GPU orchestration, and rollout strategies.
Mentorship & Leadership: Ability to enforce engineering discipline, code quality, and architectural guardrails.
Responsible AI & Governance: Guardrail design, content-safety policy, and audit/traceability for regulated deployments.
J-18808-Ljbffr

📌 Ai Technical Lead Toronto
🏢 Nexvant Solutions
📍 Toronto