TECHNOLOGY LEADERSHIP · AI TRANSFORMATION · TELCO CLOUD

Building Resilient Systems. Leading High-Impact Engineering Teams.

Amit Kumar — Director of Professional Services with 24+ years of global technology leadership scaling mission-critical platforms, carrier-grade cloud modernizations, and multi-agent AI automation across global Tier-1 telecom operators.

24+Years Leadership Experience
36+Engineers & Leaders Led
22+Global Telco Deployments
60%QA Effort Reduction via AI
01 / WHAT I DO

Core Leadership & Engineering Practices

Translating complex architectural requirements into reliable, carrier-grade software systems and high-velocity engineering organizations.

🤖

Agentic AI & Workflow Automation

Architecting multi-agent frameworks (LangChain, LangGraph, Ollama, CrewAI) that convert complex unstructured telecom specifications into automated execution workflows.

Automated SCXML code generation from complex call flows
Structured prompt frameworks for decision normalization
Automated regression & edge-case test suite generation
☁️

Cloud & Telco Infrastructure Modernization

Directing carrier-grade digital transformations across IMS ecosystems, NFV/VNF adoption, AWS, OpenStack, and VMware vSphere software-defined infrastructures.

Carrier-grade IMS & Next-Gen Voicemail deployment
VMware VNF Ready certification & NSX virtualization
Zero-downtime multi-datacenter platform migrations
🔒

Security Governance & Global Delivery

Leading enterprise vulnerability assessments (VA/PT, OWASP, Nessus, Qualys) and orchestrating multi-region delivery teams with strict SLA adherence for Tier-1 operators.

OS patch governance, firewall audits & infrastructure hardening
Tier-1 operator alignment: DTAG, Verizon, T-Mobile, Rogers
36+ cross-functional engineering team governance
02 / PROOF & ARCHITECTURE

Case Study: Automating Telecom Delivery with Agentic AI

How a custom multi-agent LangChain & Ollama architecture replaced manual telecom call flow interpretation with automated SCXML logic and regression test generation.

System Pipeline Flow

End-to-End Autonomous Specification & QA Engine

⚡ ~60% QA Effort Reduction
STAGE 01

Ingestion & OCR

PyPDF / Vision OCR

Extracts raw decision tables and state transitions from multi-page PDF telecom specifications.

STAGE 02

Decision Extraction

LangChain & Local LLM

Normalizes branching logic, prompt conditions, and timeout thresholds into structured JSON models.

STAGE 03

SCXML Code Gen

State-Machine Compiler

Generates standards-compliant SCXML execution files for carrier voicemail & IVR engines.

STAGE 04

Automated QA Suite

PyTest / CTAS Engine

Synthesizes negative test scenarios, audio prompt mocks, and automated regression test harnesses.

✓ Zero Production Regression Defects
✓ 100% Decision Path Coverage
✓ Fully Air-Gapped / Local LLM Inference

Proven Leadership & Career Track Record

Mavenir Systems Pvt. Ltd.

Gurugram, India
Director — Professional Services & CustomizationApr 2022 – Present
Sr. Technical Manager / Deployment ManagerNov 2018 – Mar 2022
  • Led end-to-end global delivery of customization and transformation programs across three product portfolios covering solution design, estimation, development, testing, and production rollout.
  • Managed cross-functional teams of 36+ professionals across India, USA, Europe, and APAC, driving coordinated execution across architecture, engineering, QA, and deployment.
  • Built and scaled a 25-member multidisciplinary deployment organization, driving onboarding, capability development, and standardized execution across 22+ global implementations.
  • Led vulnerability assessment and penetration testing (VA/PT) initiatives including security gap analysis, firewall optimization, and OS patch governance.
  • Directed global resource planning, workload distribution, and capacity management to improve delivery efficiency across 20+ concurrent customer programs.
🤖 Agentic AI & Innovation Initiatives
  • Architected an Agentic AI pipeline automating voicemail platform workflows (PDF Call Flow → Decision Extraction → SCXML Generation → Test Case Creation).
  • Designed multi-agent workflows using LangChain and local LLMs, reducing manual QA analysis effort by ~60%.
  • Spearheaded technical evaluation and roadmap strategy for GitHub Copilot Enterprise and internal AI agent adoption.

Tech Mahindra Ltd.

Noida, India
Technical Manager · Client: Mavenir SystemsDec 2015 – Oct 2018
  • Led global deployment of Mavenir's Ex-Comverse VAS solutions (NGVM and messaging platforms) for Tier-1 telecom operators globally.
  • Managed full lifecycle deployment programs across EMEA, APAC, and Africa, ensuring successful execution with strong operational governance.
  • Drove implementation of the Deutsche Telekom AG program in India, aligning delivery with global standards and customer expectations.
  • Supervised and mentored a team of 15+ deployment engineers, enabling high performance and improved customer satisfaction.

HCL Technologies Ltd.

Noida, India
Technical ManagerMar 2007 – Nov 2015
  • TMO Voicemail & Messaging Security Program: Developed real-time threat detection for voicemail and SMS platforms, enabling fraud monitoring, activity logging, and strengthened communication security.
  • DTAG Security Enhancement Program: Implemented enterprise-wide security protocols protecting customer data, IP, and digital assets with strict confidentiality.
  • VMware VNF/NFV Ready Certification Program: Managed certification of virtualized telecom applications on VMware NFV Infrastructure; conducted functional testing, performance benchmarking, and orchestrator checks.
  • Led mission-critical telecom platform projects spanning IPv4-to-IPv6 messaging migration and high-availability messaging platforms.
03 / CAPABILITY MAP

Technical & Strategic Mastery

An organized view of tooling, platforms, frameworks, and governance methodologies built over 24+ years of hands-on leadership.

Generative AI & Agentic Systems

LangChainCrewAILangGraphLocal LLMs (Ollama / Llama 3.x)OpenAI GPT-4oGroqRAG ArchitecturesChromaDBMCP / FastMCPStructured PromptingLangSmith Observability

Cloud, Virtualization & Telco

AWSOpenStackVMware vSphereNSX VirtualizationTelco CloudNFV / VNF ArchitectureIMS EcosystemsCarrier-Grade High AvailabilityIPv4 to IPv6 Migration

Security & Compliance Leadership

VA / PT GovernanceOWASP FrameworkNessus & QualysInfrastructure HardeningOS Patch GovernanceCISSP (Certified)CEH (Certified)Enterprise Threat Mitigation

Engineering Governance & Delivery

Global Cross-Regional DeliveryAgile & SAFe LeadershipPMP CertifiedCapacity PlanningCI/CD PipelinesAutomated TestingJira / Confluence

Data, Backend & Tools

PythonFastAPINext.jsStreamlitOracle PL/SQLSQLiteGit

Key Certifications & Executive Credentials

CISSP — Certified Information Systems Security Professional (Simplilearn)
PMP — Project Management Professional (Simplilearn Certified)
CEH — Certified Ethical Hacker (Simplilearn Certified)
VMware Certified Professional – Data Center Virtualization (VCP-DCV) | 2016
VMware Trained Professional – NSX (Network Virtualization) | 2016
Red Hat Certified Engineer (RHCE) & RHCSA | 2011
Microsoft Certified Systems Administrator (MCSA equivalent) | 2009
Oracle PL/SQL Developer – OCA | 2009
Executive MBA in Project Management – KSBM, Pune | 2012
04 / PEOPLE & CULTURE

Mentoring 36+ Engineers & Global Delivery

Cultivating high-performing engineering cultures grounded in technical excellence, autonomous problem solving, and global collaboration.

36+ Engineers

Team Scaling & Capability Building

Built and scaled a 25-member multidisciplinary deployment organization from scratch; established competency tracks, mentorship frameworks, and standardized SOPs for global execution.

3 Continents

Global Multi-Region Governance

Directed complex, high-stakes customer delivery across USA, EMEA, and APAC. Orchestrated seamless cross-timezone handoffs, 24/7 SLA governance, and executive stakeholder alignment.

60% Efficiency

Culture of AI-Driven Innovation

Fostered a mindset of continuous optimization, mentoring engineering and QA teams to adopt Agentic AI workflows, Copilot tooling, and automated test synthesis.

05 / PERSPECTIVES

Architectural Insights & Whitepapers

View All Articles (3)
06 / GET IN TOUCH

Ready to accelerate your engineering roadmap or explore AI transformation?

Available for senior executive leadership roles (Director / VP Engineering / Technical Program Director) and strategic advisory engagements in AI modernization, cloud platforms, and enterprise delivery governance.

📱 +91 98181 05284LinkedIn ↗
📍 Gurugram, IndiaAvailable for Global & Hybrid Roles

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