Most people arrive at analytics and strategy through coursework. I arrived through eight years of enforcement — tracking invoice fraud, building risk models, and running legal proceedings at India’s federal customs authority. That background shapes how I read data, how I frame risk, and how I communicate findings to people who make decisions under pressure.
Now I’m in Hamburg, finishing an MBA in Technology Management, and documenting what I learn along the way. This site holds the full picture: a detailed career record, working notes from books and MBA subjects that have shifted my thinking, and projects where enforcement experience meets data and AI. No paywalls, no summaries — the actual notes. Start wherever you like.
Compliance & Enforcement
8+ years at India’s federal customs and tax authority (CBIC) — leading enforcement operations, legal proceedings, and cross-agency investigations. Scope comparable to Germany’s Generalzolldirektion combined with national VAT administration.
Data Analytics & Fraud Detection
Built Power BI risk-scoring models with 12 parameters, dismantled fictitious invoice networks, and detected fraudulent tax credits of EUR 1.9M+ through financial cross-referencing and network analysis.
MBA in Technology Management
Currently pursuing MBA at TUHH / NIT Hamburg (GPA: 1.3). Coursework in Generative AI, Digital Transformation, Sustainable Innovation, Strategy, and Leadership — bridging deep operational expertise with management skills.
Continuous Learning
Certified by Tableau, Anthropic, McKinsey, Microsoft, and Codecademy. Proficient in Python, R, Power BI, and AI-assisted workflows. Committed to learning at the intersection of data, compliance, and strategy.
My Resume
Quick-scan resume in English and Deutsch — covering all roles, skills, education, and certifications. Click through to the full experience timeline or education detail for the complete picture.
MBA Learnings
Notes and reflections from my Technology Management MBA at TUHH / NIT Hamburg — covering AI, strategy, innovation, and digital transformation.
Books & Reading
Key takeaways from non-fiction books that have shaped my thinking on leadership, decision-making, and strategy.
Online Courses
Structured notes from certifications in data science, AI, finance, project management, and more.