About Ridhi Dua

I am a technology leader with nearly 15 years of experience in the highly demanding investment banking sector. My career includes key roles at premier global financial institutions such as Goldman Sachs and Bank of America.

In my professional roles, I have built large technology systems that processed billions of global transactions daily, with one goal: finding the clients, conversations and transactions posing the greatest risk, the financial crimes that hide inside the noise of enormous data.

Today, I work as an independent technology and AI consultant, helping businesses turn AI, data, and software investments into business insights and operational effectiveness. I have worked across product, compliance, operations, design and leadership, and I’m passionate about business strategy and technology delivery.

How I can help

I measure my success the way you measure yours: time saved, decisions made faster, and revenue protected, not a one-time measure, but an ongoing process.

If your team is spending too much time searching for answers buried in your own data, that’s exactly the problem I solve.

I specialize in building intelligent search and AI systems that deliver measurable business value, from RAG architectures and vector search to petabyte-scale data pipelines. I bring a full-stack perspective spanning product strategy, data quality, scalable engineering, and user experience.

View my services

Process

How it works

01 Discover A free consultation to understand your data, goals, and constraints.

02 Plan A scoped plan with the sequence, the effort, and what gets measured.

03 Design A tailored architecture proposal built around your team and budget.

04 Build Hands-on implementation with regular checkpoints and benchmarks.

05 Iterate Tuning against real usage until the numbers move the way you need.

06 Deliver A production system with monitoring, documentation, and handoff support.

Tell me what you’re trying to fix.

A short note is enough to start. I reply to everything myself.