---
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: "2026-05-08"
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
---

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  - Current focus: Architecting Agentic AI frameworks that redefine
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  - Job titles held: Agentic AI Architect, Vice President of Technology,
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# 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

### Independent — Agentic AI Architecture & Advisory

**Architecting Agentic AI Frameworks** | *Current*

Working at the intersection of Agentic AI, digital transformation, and information security. Focused on the infrastructure and frameworks that allow agentic intelligence to operate at scale with security and digital sovereignty.

#### Focus Areas

- **Agentic AI frameworks:** Orchestration patterns, multi-agent topologies, and governance layers for production-grade autonomy.
- **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.
- **Agentic SOC layers:** AI-assisted security operations integrating SIEM, MCP-based tooling, and agentic response workflows.
- **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 – Recently transitioned*

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

---

## 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 |