Expertise & Capabilities - Karthik Kannaiyan

Expertise

Where I Create Clarity

My work combines business understanding with hands-on technology. I move between transaction questions, data logic, product thinking and automation so that ideas can become usable systems.

Decision support for transactions

Deal & Value Creation Analytics

Financial due diligence and M&A analytics
Revenue, ARR, cohort and customer analytics
Deal value drivers and risk indicators
Forecasting and scenario simulation
Post-merger analytics and value tracking
Executive reporting and KPI transformation

Practical AI for business workflows

Practical AI for Business Workflows

Generative AI and local LLM experimentation
AI-assisted analytical workflows
Retrieval-augmented business systems
Automated reporting and commentary generation
AI-enabled internal tools and applications
Workflow orchestration and productivity systems

From data logic to usable products

Decision Tools & Analytics Products

Python, SQL and data engineering
Power BI, Tableau and analytical visualization
Simulation engine architecture
Power Platform and application development
Cloud-connected analytics infrastructure
Product design, UI thinking and system architecture

Proof in practice

Selected Case Studies

Browse selected work across M&A analytics, AI systems, reporting transformation, automation and digital product development. These case studies show how I connect business problems with practical technical solutions.

View case studies