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      "current_focus": "Architecting Agentic AI frameworks that redefine human-machine collaboration and AI sovereignty.",
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    "name": "Aloke Majumder",
    "label": "Architecting Agentic AI Frameworks to Redefine Human-Machine Collaboration & AI Sovereignty",
    "email": "aloke.13@gmail.com",
    "phone": "+91 9681808035",
    "url": "https://alokemajumder.com",
    "summary": "A senior technology professional with over 20 years of experience, leading at the intersection of Agentic AI, digital transformation, and information security. My career has evolved from driving large-scale digital transformations to pioneering autonomous, human-centric AI ecosystems that prioritise transparency and privacy. My technical philosophy is rooted in the strategic advocacy of GNU/Linux and Open Source, which I believe are the essential foundations for ethical and secure enterprise growth. By integrating robust security infrastructure—such as Agentic SOC layers—with privacy-by-design frameworks, I ensure that innovation never comes at the cost of data sovereignty. This expertise is informed by a proven track record in executive leadership, including a previous tenure as VP of Technology for a major OTT platform and post-production studio, where I spearheaded the digital evolution for one of the world's largest Bengali content libraries. Today, I am dedicated to architecting the infrastructure and the frameworks that allow Agentic intelligence to operate with scale, security, and true digital sovereignty.",
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      "region": "West Bengal",
      "countryCode": "IN"
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      "area": "Agentic AI Frameworks",
      "description": "Architecting orchestration, governance, and execution layers that let agentic systems operate autonomously while remaining traceable, auditable, and human-supervisable."
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    {
      "area": "AI Sovereignty & Privacy-by-Design",
      "description": "Building AI systems with data residency, model control, and privacy guarantees baked in—not bolted on."
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      "area": "Agentic SOC & Security Engineering",
      "description": "Practical AI-driven security/operations tooling (MCP, agentic workflows, SIEM integrations) for trustworthy autonomous operations."
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    {
      "area": "GenAI Systems Leadership",
      "description": "Building traceable, controlled, production-ready AI systems for video/audio generation and enterprise AI workflows."
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    {
      "area": "Platform Transformation at Scale",
      "description": "Track record of leading OTT/media platform migrations from third-party SaaS to homegrown stacks with customer continuity as a non-negotiable."
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    {
      "area": "Open Source & GNU/Linux Advocacy",
      "description": "Two decades championing FOSS as the foundation for ethical, secure enterprise growth."
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      "area": "Public Technology Leadership & Speaker",
      "description": "Recognized open-source contributor, speaker, and community builder with visible ecosystem credibility."
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  "work": [
    {
      "name": "Humaineeti",
      "position": "Head of Technology",
      "label": "Architecting cognitive infrastructure and Agentic AI frameworks for human-machine collaboration & AI sovereignty",
      "url": "https://humaineeti.ai",
      "location": "Kolkata, West Bengal, India (Hybrid)",
      "startDate": "2026-05",
      "endDate": "Present",
      "summary": "Leading the heavy technical lifting required to build Humaineeti's core foundation from scratch. Directly responsible for architecting the complex cognitive infrastructure, orchestration layers, and state-management systems that allow autonomous agents to operate reliably alongside humans in high-stakes environments. Moving past the industry noise of simple wrappers to own the deep, multi-layered systems design and technical execution—collaborating closely with a trusted team of long-time peers to turn a shared vision into scalable engineering reality.",
      "highlights": [
        "Cognitive infrastructure: foundational systems that let autonomous agents reason, remember, and act reliably in high-stakes environments.",
        "Orchestration & state management: multi-agent topologies, deterministic orchestration, and durable state for production-grade autonomy.",
        "Agentic AI frameworks: orchestration and governance layers that keep agentic systems autonomous yet traceable and auditable.",
        "Human-machine collaboration: human-in-the-loop checkpoints, approval flows, and trust boundaries that keep humans in command of agentic systems.",
        "AI sovereignty: architectures that preserve data residency, model control, and auditability for enterprises and regulated environments.",
        "Open-source-first stacks: GNU/Linux, FOSS, and self-hostable infrastructure as the substrate for trustworthy AI."
      ]
    },
    {
      "name": "Hoichoi TV",
      "company": "Hoichoi Technologies Pvt Ltd (SVF Group)",
      "position": "Vice President of Technology",
      "location": "Kolkata, India",
      "startDate": "2012",
      "endDate": "2026",
      "summary": "Led technology strategy and execution for one of Asia's leading OTT/media platforms and home to one of the world's largest Bengali content libraries. Joined the SVF Group in 2012 when it was primarily a film production and post-production studio, and helped shepherd the technology transformation that birthed Hoichoi as a streaming product. Scope spanned platform modernization, engineering delivery, reliability, security, and AI-enabled initiatives.",
      "highlights": [
        "Led OTT platform migration from SaaS to homegrown architecture, increasing platform control, optimization capability, and engineering agility.",
        "Delivered a high-risk transformation program with a user-first migration standard (minimal/no visible disruption to viewers).",
        "Drove cross-functional execution across engineering, product, QA, operations, and support for platform modernization.",
        "Strengthened foundations for scale through focus on platform reliability, observability, and long-term maintainability.",
        "Enabled practical AI/GenAI experimentation and applied automation in technology and operations workflows.",
        "Spearheaded the digital evolution for one of the world's largest Bengali content libraries."
      ],
      "agentic_ai_capabilities": [
        "Structured retrieval + validation pipelines: LLM reasoning with schema enforcement and rule-based controls",
        "Deterministic orchestration layers (LangGraph-style): Explicit, testable, auditable step-by-step workflows",
        "Human-in-the-loop checkpoints: Approval flows and escalation paths for high-risk/low-confidence decisions",
        "Audit-grade logging & replayable traces: Model versions, prompts, evidence IDs, timestamps, confidence scores",
        "Secure backend services & APIs: Safe, reliable exposure of AI capabilities to product/application layers"
      ],
      "scale_and_impact": {
        "team_size": "22 total (12 in-house, 5 outsourced, 5 indirect)",
        "platform_scale": "5M+ MAU",
        "cost_optimization": "22% reduction in technology costs over 12 months",
        "mttr_improvement": "48% reduction (from ~62 min to ~32 min)",
        "migration_timeline": "10 months phased OTT SaaS-to-homegrown transition with near-zero customer-visible downtime (controlled cutovers)",
        "budget_ownership": "₹6.5 Cr annual technology budget (platform, infra, tooling, security, vendors)",
        "genai_ops_impact": {
          "workflow_throughput": "3.2x improvement",
          "manual_review_reduction": "41% lower manual review effort",
          "routine_automation": "72% routine workflow steps automated",
          "autonomous_operations": "50% autonomous"
        }
      }
    },
    {
      "name": "Tata Consultancy Services (TCS)",
      "position": "Technology / Digital Platforms",
      "summary": "Worked on enterprise digital platform initiatives (including SME-focused solutions), building strong foundations in scalable systems delivery.",
      "period": "Earlier Career"
    }
  ],
  "open_source_and_leadership": [
    {
      "name": "Wazuh MCP Server",
      "description": "AI-assisted security operations integration for Wazuh SIEM (MCP-based workflows)",
      "category": "AI + Security"
    },
    {
      "name": "Wazuh OpenClaw Autopilot",
      "description": "Agentic SOC automation concepts with human approval controls",
      "category": "AI + Security"
    },
    {
      "name": "pfSense MCP Server",
      "description": "Model Context Protocol server for AI-assisted pfSense firewall operations and security workflows",
      "category": "AI + Security"
    },
    {
      "name": "Ubuntu Security Hardening Script",
      "description": "Automated, opinionated baseline hardening for Ubuntu servers and workstations",
      "category": "Security"
    },
    {
      "name": "Security Response Tooling",
      "description": "OSS utilities/scanners for supply-chain and application vulnerabilities",
      "category": "Security"
    },
    {
      "name": "Community Leadership",
      "description": "Active FOSS contributor, ecosystem builder and public speaker",
      "category": "Community"
    }
  ],
  "skills": {
    "genai_and_ai_systems": [
      "Agentic AI Architecture",
      "Agentic AI Frameworks",
      "Multi-Agent Orchestration",
      "LLMs",
      "LLM Orchestration",
      "RAG Pipelines",
      "Multi-step AI Workflows",
      "Model Context Protocol (MCP)",
      "Model Integration",
      "Benchmarking & Evaluation",
      "Backend/Fullstack Development in Production",
      "Logging / Observability / Security / Reliability",
      "Production Deployment of AI Systems"
    ],
    "core_leadership_and_tech": [
      "AI Sovereignty",
      "Privacy-by-Design",
      "Agentic SOC",
      "Information Security",
      "Technology Strategy",
      "Platform Engineering",
      "OTT/Streaming Architecture",
      "Cloud & GNU/Linux",
      "Reliability/Observability",
      "Security Engineering",
      "DevOps",
      "AI/GenAI Adoption",
      "MCP / Agentic Workflows",
      "Cross-Functional Leadership",
      "Transformation Programs",
      "Build-vs-Buy Decisions"
    ]
  },
  "education": [
    {
      "institution": "Anthropic",
      "area": "Model Context Protocol",
      "studyType": "Advanced Certification",
      "endDate": "2026"
    },
    {
      "institution": "National Institute of Information Technology (NIIT), Kolkata",
      "area": "Information Technology",
      "studyType": "iGNIIT and DNIIT",
      "endDate": "2003"
    },
    {
      "institution": "Calcutta University",
      "area": "Arts",
      "studyType": "Bachelor of Arts",
      "endDate": "2001"
    }
  ],
  "awards": [
    {
      "title": "Accelerator X Awards 2026 — Technology",
      "date": "2026-08",
      "awarder": "Enterprise IT World (CIO 500 event, Novotel Kolkata)",
      "summary": "Recognised as one of the best IT, digital and security minds in the industry, as Head of Technology at Humaineeti."
    },
    {
      "title": "CIO of the Year",
      "awarder": "Enterprise IT World"
    },
    {
      "title": "CIO 500 Accelerator X Award",
      "awarder": "Enterprise IT World"
    },
    {
      "title": "Cyber Sentinel",
      "awarder": "Infosec Foundation"
    },
    {
      "title": "Infocom Change Maker Award",
      "awarder": "ABP Infocom"
    },
    {
      "title": "Top 200 ChangeAgents CIO Awards",
      "awarder": "Enterprise IT World"
    },
    {
      "title": "Covid-19 Superhero Global CISO Award",
      "awarder": "Enterprise IT World"
    }
  ],
  "keywords": [
    "Head of Technology",
    "Humaineeti",
    "Agentic AI Architect",
    "Agentic AI Frameworks",
    "AI Sovereignty",
    "Human-Machine Collaboration",
    "Autonomous AI Ecosystems",
    "Privacy-by-Design",
    "Agentic SOC",
    "GenAI",
    "Generative AI",
    "LLM Orchestration",
    "RAG",
    "Model Context Protocol",
    "MCP",
    "Multi-Agent Systems",
    "Information Security",
    "Security Engineering",
    "DevOps",
    "SRE",
    "Reliability Engineering",
    "Observability",
    "GNU/Linux",
    "Open Source",
    "FOSS Advocate",
    "Vice President of Technology",
    "VP Engineering",
    "OTT Platform",
    "Streaming Technology",
    "Platform Engineering",
    "Cloud Architecture",
    "Platform Transformation",
    "Digital Transformation",
    "Media Tech",
    "Hoichoi",
    "SVF Group",
    "Wazuh",
    "pfSense",
    "SIEM",
    "SOC Automation",
    "Ubuntu Hardening",
    "Technology Leadership",
    "Cross-Functional Leadership",
    "Build vs Buy",
    "Cost Optimization",
    "India",
    "Kolkata"
  ]
}
