KOLKATA · INDIA
AI Recommendation & Search Engines in Kolkata
Recommendations built for Kolkata — where commerce and emerging startup activity set the pace. Midalaxy designs and ships ai recommendation & search engines for Kolkata businesses that need production systems, not prototypes. We are Bangalore-based — same time zone, same market context, and on-site availability when it matters.
semantic retrieval at scale
What Kolkata teams get
- Conversion-weighted ranking models
- Natural-language semantic search
- Real-time vector retrieval (<50ms)
- Full MLOps: training → registry → serving
How we work with Kolkata teams
TIME ZONES
Kolkata and our Bangalore team share roughly 9 hours of overlapping business day. That is enough for a live standup and same-day decisions; anything outside it we handle asynchronously with written updates so nothing waits a full cycle.
DATA & COMPLIANCE
An AI system serving Kolkata typically has to answer to India’s DPDP Act 2023, including its consent-notice and data-fiduciary obligations. In practice that means naming purpose and consent up front, keeping deletion workable once data is inside a vector store, and logging what the model was allowed to see. We are engineers rather than your compliance counsel, so we build to the standard your legal team sets.
Kolkata runs on commerce and emerging startup activity, and that shapes what a first build should target. We scope one high-value use case and prove it against your numbers, with on-site working sessions where that moves faster than a call.
FAQs — Recommendations in Kolkata
What makes a recommendation engine convert?
Training on your real funnel: we weight models toward booking and verified-attendance events, not just clicks, so ranking optimizes revenue.
Can users search in plain English?
Yes — semantic search handles queries like “date night in Glasgow” via embeddings, returning relevant results in under 50 milliseconds.
Do you handle the ML infrastructure?
End to end: offline training data assembly, model training and registry, embedding stores and quantized production inference.
Do you work with companies in Kolkata?
Yes — Midalaxy serves Kolkata remotely with structured delivery: weekly demos, shared roadmaps and production handover. We are Bangalore-based — same time zone, same market context, and on-site availability when it matters.
How do we start a recommendations project from Kolkata?
Book a call or message us on WhatsApp. We scope your use case, propose a fixed milestone plan, and typically ship a working first version within weeks.
Recommendations by sector
The same build, and what changes about it in each industry.
Also built for Kolkata
Also serving
Start in Kolkata
Tell us what you are building. We reply within one business day.