--- layout: resume title: Aloke Majumder - Resume description: Senior technology leader architecting Agentic AI frameworks for human-machine collaboration and AI sovereignty. 20+ years across GenAI, GNU/Linux, information security, OTT platforms, and digital transformation. Formerly VP of Technology at Hoichoi. author: Aloke Majumder canonical: https://alokemajumder.com/resume.md structured_data: https://alokemajumder.com/resume.json last_updated: "2026-06-04" document_type: resume ai_processable: true keywords: - Agentic AI Architect - Agentic AI Frameworks - AI Sovereignty - Human-Machine Collaboration - GenAI Systems Leadership - Autonomous AI Ecosystems - Privacy-by-Design - Agentic SOC - LLM Orchestration - RAG Pipelines - MCP (Model Context Protocol) - Information Security - GNU/Linux Advocacy - Open Source Strategy - OTT Platform Engineering - Cloud Architecture - Platform Transformation - Digital Transformation - Streaming Architecture --- # Aloke Majumder **Architecting Agentic AI Frameworks to Redefine Human-Machine Collaboration & AI Sovereignty** 📍 Kolkata, India 🌐 [alokemajumder.com](https://alokemajumder.com) 💼 [linkedin.com/in/alokemajumder](https://linkedin.com/in/alokemajumder) 🐦 [x.com/alokemajumder](https://x.com/alokemajumder) 📧 aloke.13@gmail.com 📞 +91 9681808035 --- ## Executive Profile 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**. --- ## Core Value Proposition - **Agentic AI Frameworks:** Architecting orchestration, governance, and execution layers that let agentic systems operate autonomously while remaining traceable, auditable, and human-supervisable. - **AI Sovereignty & Privacy-by-Design:** Building AI systems with data residency, model control, and privacy guarantees baked in—not bolted on. - **Agentic SOC & Security Engineering:** Practical AI-driven security/operations tooling (MCP, agentic workflows, SIEM integrations) for trustworthy autonomous operations. - **GenAI Systems Leadership:** Building traceable, controlled, production-ready AI systems for video/audio generation and enterprise AI workflows. - **Platform Transformation at Scale:** Track record of leading OTT/media platform migrations from third-party SaaS to homegrown stacks with customer continuity as a non-negotiable. - **Open Source & GNU/Linux Advocacy:** Two decades championing FOSS as the foundation for ethical, secure enterprise growth. - **Public Technology Leadership & Speaker:** Recognized open-source contributor, speaker, and community builder with visible ecosystem credibility. --- ## Professional Experience ### Humaineeti — Kolkata, India (Hybrid) **Head of Technology** | *May 2026 – Present* 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. #### Focus Areas - **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 patterns 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. --- ### Hoichoi TV (SVF Group) — Kolkata **Vice President of Technology** | *2012 – 2026* 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. #### Key Accomplishments - 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 Workflows in Production Multi-step, traceable, resumable execution beyond single LLM calls: - **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. #### Selected Scale & Impact | Metric | Value | |---|---| | 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 | | Budget Ownership | ₹6.5 Cr annual technology budget (platform, infra, tooling, security, vendors) | | GenAI Ops Impact | 3.2× workflow throughput · 41% lower manual review effort · 72% routine steps automated · 50% autonomous | --- ### Tata Consultancy Services (TCS) **Technology / Digital Platforms** | *Earlier Career* Worked on enterprise digital platform initiatives (including SME-focused solutions), building strong foundations in scalable systems delivery. --- ## Open Source / AI / Security Leadership - **Wazuh MCP Server** — AI-assisted security operations integration for Wazuh SIEM (MCP-based workflows) - **Wazuh OpenClaw Autopilot** — Agentic SOC automation concepts with human approval controls - **Security response tooling** — OSS utilities/scanners for supply-chain and application vulnerabilities - **Video/dev tooling contributions** — FFmpeg/FFprobe-related developer tooling and media-tech systems - **Community leadership** — Active FOSS contributor, ecosystem builder and public speaker --- ## GenAI / AI Systems — Technical Hands-On & Leadership LLMs · LLM Orchestration · RAG Pipelines · Multi-step AI Workflows / Agent Frameworks · Model Context Protocol (MCP) · Model Integration, Benchmarking & Evaluation · Backend/Fullstack Development in Production · Logging / Observability / Security / Reliability · Production Deployment of AI Systems --- ## Core Leadership & Technology Areas Agentic AI Architecture · AI Sovereignty · Privacy-by-Design · Agentic SOC · Information Security · Technology Strategy · Platform Engineering · OTT/Streaming Architecture · Cloud & GNU/Linux · Reliability/Observability · DevOps · AI/GenAI Adoption · MCP / Agentic Workflows · Cross-Functional Leadership · Transformation Programs · Build-vs-Buy Decisions --- ## Recognition & Awards - **Accelerator X Awards 2026 — Technology** — Enterprise IT World (CIO 500 event, Novotel Kolkata, Aug 2026): recognised as one of the best IT, digital and security minds in the industry. - **CIO of the Year** — Enterprise IT World - **CIO 500 Accelerator X Award** — Enterprise IT World - **Cyber Sentinel** — Infosec Foundation - **Infocom Change Maker Award** — ABP Infocom - **Top 200 ChangeAgents CIO Awards** — Enterprise IT World - **Covid-19 Superhero Global CISO Award** — Enterprise IT World --- ## Education & Certifications | Year | Qualification | |---|---| | 2026 | Advanced Certification on Model Context Protocol — Anthropic | | 2003 | iGNIIT and DNIIT — National Institute of Information Technology, Kolkata | | 2001 | Bachelor of Arts — Calcutta University |