timeline
Career to date. Concurrent roles (entrepreneurial side projects) are marked.
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Jan 2022 → present · 4 yrs 5 mo
TomTom
Amsterdam, NL
Lead Engineer
Architecting production AI systems for navigation and traffic analytics. Multi-agent platform demoed at CES 2026, custom embeddings for cross-country place similarity, two open-source MCP servers, and the data-engineering layer underneath.
PythonTypeScriptAnthropicAzure OpenAIAKSpgvectorMCPAgnoVercel AI SDKEventHub -
Jan 2025 → present · 1 yr 5 mo
AmplifyAI
Remote
concurrent
Co-Founder & Technical Lead
Co-founded a GenAI platform that compresses the CPG innovation cycle from months to days, idea prototype to production-ready concept.
PythonReactLLMs -
Jan 2023 → Dec 2024 · 1 yr 11 mo
TheNewsBid
Remote
concurrent
Co-Founder & Lead Developer
Co-founded an AI-synthesised news platform that removes single-source bias and a RAG-grounded study assistant for India’s civil-service-exam students.
PythonGPTVector search -
May 2021 → Dec 2021 · 7 mo
Oyo Vacation Homes
Eindhoven, NL
Senior Data Engineer
Architected an enterprise data lake from a near-greenfield start. A metadata-driven framework cut new-pipeline development by ~70%; the team shipped roughly 3x faster by the time I left.
BigQueryPySparkAirflowGCP -
Oct 2019 → Apr 2021 · 1 yr 6 mo
Tata Consultancy Services
Amsterdam, NL
Machine Learning Engineer
Led an ML team building a production email-triage system for ABN AMRO Bank: text classification + entity recognition, thousands of customer emails daily at 95%+ accuracy.
PythonMLFlowAzure DatabricksNER -
Oct 2018 → Oct 2019 · 1 yr
Tata Consultancy Services
Hyderabad, IN
Data Engineer
Optimised the data plumbing for Citi Bank Singapore’s machine-learning use cases. Cut a representative ETL from a 4-hour wall-clock to ~1 hour. Mentored 2–3 junior engineers.
PythonPySpark -
Jun 2017 → Oct 2018 · 1 yr 4 mo
Tata Consultancy Services
Bengaluru, IN
Python Developer
Built the user-management platform for Sainsbury’s, the UK’s largest retailer. First production REST APIs of my career; learnt how stakeholder collaboration actually works on a real engagement.
PythonFlask