Dr. Mathew V K

About Me

With 12.5+ years of professional experience, I specialize in transforming complex business challenges into scalable, intelligent, and outcome-driven solutions through strategic business analysis, product thinking, automation, and data-driven insights.

My work sits at the intersection of business, technology, and research, where I enable organizations to move from ideas to execution with clarity and measurable value.

Key Areas of Expertise

• Owned the end-to-end product lifecycle for Agentic AI solutions, defining vision, roadmap, backlog, and delivery for AI Agents and Multi-Agent systems across enterprise use cases.

• Drove Agentic Automation initiatives using UiPath Agents and UiPath Agentic Automation, integrating AI agents with RPA workflows to automate complex, exception-driven enterprise processes end to end.

• Acted as the bridge between business and technology, translating complex AI agent behavior into clear product documentation (PRDs, user stories, acceptance criteria, UAT plans, and release notes) and driving successful enterprise adoption.

• Led design and execution of Crew AI, AWS Amazon Bedrock–based AI Agent platforms, leveraging Bedrock Agents, Multi-Agent Orchestration Frameworks, Knowledge Bases, and Foundation Models to deliver scalable enterprise-grade solutions.

• Owned Agentic AI architecture decisions covering planning, memory, tool calling, multi-agent communication, RAG, prompt design, and model selection, ensuring alignment with business value, latency, and cost constraints.

• Collaborated with engineering and cloud teams to deliver serverless, API-driven AI products using AWS Lambda, API Gateway, Bedrock Converse APIs, Amazon Q, MCP CloudFormation Server, and Amazon Q CLI.

• Led GenAI product lifecycle governance, including use case selection, foundation model evaluation, prompt engineering, fine-tuning strategy, observability, and CloudWatch-based monitoring.

• Partnered with cross-functional stakeholders (business, data science, security, compliance, and operations) to ensure secure, compliant, and production-ready AI agent deployments in regulated enterprise environments.

Driven by a passion for bridging technology with business value, I focus on building solutions that are not only innovative but also practical, scalable, and measurable in impact.

Core Expertise

Business Analysis & Product Strategy

AI Agent & Agentic Automation

Data Analytics & Visualization

AI & Machine Learning

Optimization Techniques

Agile & Scrum Delivery

API & Systems Integration

Consultant & Trainings

Research & Technical Writing

Requirements gathering, user story creation, stakeholder management, and product roadmap development

Building agent-driven automation that combines AI, RPA, APIs, and human-in-the-loop orchestration for adaptive, end-to-end processes

Power BI, SQL, advanced analytics dashboards, and data-driven decision frameworks

Python, ML algorithms, predictive modeling, and intelligent system development

Process optimization, performance tuning, and efficiency improvement methodologies

Sprint planning, Product backlog management, and cross-functional team collaboration

RESTful APIs, microservices architecture, and seamless system integrations

Research Article , Books, Academic publications, technical documentation, and knowledge dissemination

Delivering consulting, mentoring, and hands-on training for Business Analysts, Data Analysts, and Product Owners to build industry-ready, value-driven professionals.

Dr. Mathew's training transformed my career; his expertise in data analytics is invaluable for professionals.

John Doe

★★★★★

Contact Us

Reach out for corporate training and professional development inquiries.