Shape ZenseAI.QI and ZenseAI.AssureAI
- Architect and evolve the platform suiteacross both engines: the 18-agent ZenseAI.QI stack (DeepSpeci, CaseGeni, Auto-PlayPilot, DataGeni, Secure-Xi, Perf-Xi, Insights360, RIA and Accessibility Intelligence) and the four-pillar ZenseAI.AssureAI framework (Data Quality, Model Evaluation, Trustworthiness, and Scalability & Security).
- Design and refine the archetype-specific assurance lifecyclesfor Classical ML, Generative AI and Agentic AI, including the signature eight-axis agentic trajectory scorecard graded on every run.
- Keep the platforms LLM-agnosticand deployable on any client stack — on-prem, cloud or hybrid — as model-mixing and constant provider churn become the market norm.
- Own technical roadmap decisionsfor accelerators such as the Agentic Foundry (a 25-blueprint reference matrix) and the curated, swap-ready tooling ecosystem around each archetype.

Lead Evaluation-Driven Development
- Build and govern eval suites— ground-truth Q&A; sets, LLM-as-judge rubrics,



frozen baselines — that gate every release rather than validate it after the fact.
- Own trajectory grading, red/purple/blue-team probes and safety attestationsfor agentic and generative systems, and drift monitoring and fairness audits for classical ML.
- Translate evaluation results into release decisions:eval-threshold gates, red-team severity floors, canary and shadow deployments, and rollback rehearsals.
- Bring evaluation-driven development practice into client engagements— showing, not just telling, how a live harness beats a one-time audit.

Own Presales and Client Proposals
- Respond to RFPs, RFIs and client proposalsacross both engines, translating client requirements into a defensible solution architecture and commercial structure.
- Architect engagements across the full ladder— AI QA Assessment, AI QA Transformation, Managed AI QA — and rapid-starts such as the LLM Health Check, Agent Stress Test and Compliance Sprint.
- Build estimates, staffing

📌 Ai Architect (Pune)
🏢 Zensar Technologies
📍 Pune