shantanu pradhan

writing python, learning and researching ai

research

  • iaeng member, 2026—
  • isoc member, 2026—
  • amazon ml summer school, 2026

engineering

shipped

  • reads a bank statement csv, finds recurring subscriptions, forecasts cash flow, flags anomalies.

    holt-winters · tf-idf + logistic regression · robust z-scores

    python · flask · react

  • ai-native crm. describe an audience in english, get an editable rule tree that compiles to sql, then track the message lifecycle.

    whitelisted segment dsl · postgres-backed queue worker · idempotent async callbacks

    nestjs · next.js · prisma · postgres

built

  • text refinement as a directed graph. chain grammar, tone, paraphrase and summarise nodes, watch them run.

    python dag engine · sse streaming · readability metrics

    python · node · react

  • buy-now-pay-later engine. credit scoring, emi maths, and a double-entry ledger behind an api.

    multi-factor scoring · flat / reducing / no-cost emi · journal posting

    python · fastapi

  • goal setting and tracking portal built for atomberg technologies.

    row-level security · server actions · transactional email

    next.js · supabase · typescript