Projects | Yashawant Parab

Case studies

Product systems built around real operational problems

Filter by domain to see how the same product pattern — risk framing, workflow design, AI decisioning, and business impact — applies across AdTech, energy, telecom, and media.

Featured Projects

Flagship case studyAdTech / Campaign Operations

AdOps Signal

Transforms campaign delivery signals, pacing anomalies, policy checks, and brand-safety risks into clear operational decisions, recommended actions, and accountable approvals.

Campaign operationsDelivery & pacingPolicy checksRisk scoringApproval workflows

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Measurement focus

Campaign review speed
High-risk decision coverage
Approval throughput
Escalation reduction

Strategic focusAI Governance / Agent Operations

AgentOps Control Tower

Helps teams monitor AI-agent runs, inspect reasoning and retrieval traces, evaluate groundedness and completeness, enforce approval controls, and maintain accountable AI operations.

Agent observabilityEvaluation metricsRBACApproval controlsAudit trail

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Measurement focus

Run traceability
High-risk review coverage
Evaluation coverage
Reviewer turnaround

Domain Projects

Energy / Regulation / AI Decisioning

Regulatory Impact Agent

Maps regulatory changes to affected product capabilities, roadmap actions, risk levels, owners, and business deadlines.

Regulatory intelligenceRAGImpact mappingRisk scoring

Business problem

Energy product teams need to translate regulation into concrete product decisions without losing accountability.

Product outcome

Converts regulatory documents into affected capabilities, owners, deadlines, risks, and recommended next actions.

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Telecom / Home Connectivity

HomeNet Assurance MVP

Connects router, mesh, Wi-Fi, and device signals to root-cause diagnosis, remediation workflows, support guidance, and customer-impact visibility.

TelemetryDiagnosticsCustomer experienceIssue classification

Business problem

Home connectivity teams struggle to connect technical network events with customer experience and support impact.

Product outcome

Turns router, mesh, and device signals into root-cause diagnosis, remediation recommendations, and verification.

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OTT / SmartTV / Platform Product

StreamOS Control Plane

Helps platform teams manage playback quality, rollout risk, device fragmentation, release readiness, and rollback decisions.

OTTSmartTVRollout controlDevice fragmentation

Business problem

Streaming platform teams deal with fragmented devices, inconsistent playback quality, and risky app rollouts.

Product outcome

Helps product and platform teams decide when to release, pause, roll back, or investigate based on impact.

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Read the case study behind any of these systems.

Every case study covers the problem, target users, product workflow, AI leverage, architecture, key decisions, and impact model.

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