I bridge complex product architecture, high-scale distributed platforms, and autonomous developer workflows. With 15+ years of technology and program leadership experience, I specialize in Specification-Driven Development (SDD), multi-agent delivery governance, quantitative AI evaluation, and large-scale media platform quality.

• SpecFlow: Agentic SDD Framework
  Autonomous Specification-Driven Development engine. Translates PRDs into bounded Context Stores, atomic Component Cards, and automated Spec-Drift quality gates using local LLMs.
• AgentEval-Gate: AI Regression Suite
  Automated model benchmarking harness using LLM-as-a-Judge and golden datasets to prevent AI quality regressions and enforce CI/CD release gating.
• GenAI-Adoption-Ops: Program Analytics & Custom Skill Toolkit
  Enterprise adoption framework featuring A/B cohort experimentation (-44% cycle time reduction), studio retention funnels, and automated game engine budget governance.

• AI-Program-OS: Enterprise AI Intake & ARB Governance
  Enterprise AI program operating system featuring multi-tier risk classification (Tier 1 Critical to Tier 4 Low), automated Architecture Review Board (ARB) RFC generation, and cross-functional stage-gate governance.
• Delivery-Governance-Ops: Engineering Intelligence & Slip Detection
  Technical delivery intelligence engine featuring quiet slip detection, flow metrics telemetry (P85 cycle times & flow efficiency), and unsoftened AI executive delivery briefs.
• StreamingTelemetry-MCP: Model Context Protocol Server
  Anthropic MCP server exposing HLS manifest inspection, SCTE-35 ad break validation, and playback QoE incident triage tools directly to AI coding agents.
• Agent-FinOps: Token Cost & Runaway Loop Governor
  Enterprise AI FinOps platform featuring real-time token spend tracking, P95 latency monitoring, and autonomous runaway loop circuit breakers.

• Enterprise AI Enablement & SDD: Pioneered agentic engineering workflows across global streaming squads, establishing modular context store hierarchies, component-based delivery standards, and automated delivery governance.
• Developer Platform Migration: Led the organizational evaluation, transition, and adoption of developer AI platforms from Augment to Cursor with 0 failures, maintaining continuous 100% platform uptime.
• 2026 Sports Emmy® Nominated Interactive Leadership: Served as primary technical program lead for marquee interactive streaming platform innovations, earning a 2026 Sports Emmy® Nomination (Outstanding Interactive Experience: Sports) for The NBA Experience on Peacock.
• Video Playback & High-Concurrency Broadcasts: Governed end-to-end technical deliverables and telemetry pipelines for video playback engines and SSAI ad insertion across millions of concurrent streaming clients during high-traffic global events (Olympics, NFL).

• Cloud & SaaS Modernization: Led enterprise cloud infrastructure and SaaS modernization initiatives, implementing Agile frameworks and sprint ceremonies across multidisciplinary engineering squads.
• Telemetry & Automation: Integrated BrightGauge and ConnectWise to establish automated resource allocation, real-time executive dashboards, and transparent KPI tracking.
• Organizational Change Adoption: Directed organizational change adoption, technical training curricula, and roadmap prioritization to maximize team throughput and operational agility.

• Platform Delivery Governance: Governed technical delivery for financial asset and wealth management platforms, achieving a 32% improvement in software release quality and a 48% reduction in operational friction.
• Engineering Standards & Compliance: Established sprint velocity benchmarks, conducted architectural reviews, and delivered Agile coaching across distributed engineering teams under strict banking compliance and data integrity standards.

• Automated Test Frameworks: Built end-to-end regression automation pipelines for Xfinity streaming platforms, decreasing defect escape rates by 40%.
• Cross-Platform Device Reliability: Enforced quality benchmarks, test coverage protocols, and API reliability standards across fragmented smart TV, console, and mobile device ecosystems.

• Applied Lean principles to lead operational change management, optimizing productivity, process safety, and cross-functional workflow efficiency.

• Built foundational expertise across technical project coordination, software quality assurance, systems analysis, and enterprise IT service delivery, establishing 15+ cumulative years in technology leadership.

• Master of Science (MS) in Project Management — Northeastern University, USA
• Master of Business Administration (MBA) in Management Information Systems — Coventry University, UK
• Bachelor of Business Administration (BBA) in Information Systems — Independent University, Bangladesh
• Certifications: PMP® | Advanced Scrum Master / Agile Certified | Six Sigma Green Belt | Chartered Management Institute (CMI) Level 7 | ISTQB® Certified Software Tester

• AI & Developer Experience (DevEx): Specification-Driven Development (SDD), Multi-Agent Orchestration, LLM-as-a-Judge Evals, Context Stores, Cursor, Ollama, LangGraph, Python, Prompt/Schema Governance.
• Delivery Governance & Flow Metrics: Flow Efficiency, Cycle Time Distribution (P50/P85/P95), Quiet Slip Detection, Critical Path Mapping, WBR/MBR Executive Delivery Briefs, Agile/Scrum Leadership.
• Platform & Streaming Systems: Video player architecture (HLS/DASH), telemetry ingestion, QoE/QoS metric observability, client-side SDK buffering, CDN caching strategies.

• LinkedIn: linkedin.com/in/soniarahman93
• GitHub: github.com/soniran635