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Who am I

You’re not just looking for another consultant. You need someone who’s been in the trenches.

I’m Sandipan Haldar, an Applied AI Consultant who’s spent 4+ years designing data pipelines and deploying models for companies like HRS and fast-growing startups. While leading AI projects, I noticed a pattern: businesses either treat AI like a software sprint or chase technical metrics that don’t move the needle. Teams burn cycles on:

  • Debating solutions instead of testing them, while customers churn over slow, hallucination-prone AI

  • Building "impressive" features users don’t need (like training models to “talk like pirates”) while latency drives users away

  • Organizing data in ways that sabotage security and recall (like the "big pile of records" that leaks user data)

  • Optimizing RAG systems backwards - using bigger embedding models/rerankers without first asking “What are users actually asking?

  • Rotating around different tools and not make any real progress

That’s why I shifted to consulting—to help companies like yours:

  • Stop losing customers with RAG systems that balance accuracy, speed, and compliance

  • Cut decision paralysis by replacing endless debates with clear evaluation frameworks

  • Turn engineers into AI leaders in weeks, not years, using hand-on experience

  • Fix hidden bottlenecks causing latency and hallucinations, from broken data pipelines to untracked model drift

  • Turn technical wins into business outcomes: Like the client who used AI to prevent $50k/month in communication delays (not just “improved recall”)

I don't just give advice — I do the work too See How It Works →