East India
Recommendation & Personalisation across Odisha
Recommendations that lift the metric you care about, measured by experiment, not by offline accuracy. Covering every district and PIN code in Odisha.
- Districts
- 31
- PIN codes
- 922
- Cities mapped
- 16
Recommendation & Personalisation in Odisha
Orqent Labs builds recommendation systems evaluated by controlled experiment, reported against revenue or engagement rather than a leaderboard metric.
Odisha runs on steel and metals, mining, aluminium, ports and handloom, heavy industry, where safety monitoring and predictive maintenance carry direct cost impact. Where recommendation & personalisation earns its budget here usually follows directly from that mix.
Every engagement opens with a measurement: the cycle time, the cost per transaction, or the error rate we are being asked to move. We hand over with runbooks, tests and a team that knows how it works, not a dependency.
ନମସ୍କାର , Namaskāra. We work in Odia and English across Odisha.
Odisha coverage
- State / UT
- Odisha
- Region
- East India
- Districts covered
- 31
- PIN codes covered
- 922
- Cities mapped
- 16
- Working languages
- Odia, English
What is included
- Event tracking design, since most projects start with inadequate data
- Baseline popularity model to beat
- Hybrid collaborative and content-based ranking
- Cold-start handling for new users and new items
- A/B testing framework with proper statistics
- Business-metric reporting, not just offline accuracy
Districts of Odisha
Every district has a coverage page listing its PIN codes.
- Angul30 PINs
- Balangir30 PINs
- Baleswar51 PINs
- Bargarh25 PINs
- Bhadrak37 PINs
- Boudh11 PINs
- Cuttack59 PINs
- Debagarh5 PINs
- Dhenkanal22 PINs
- Gajapati15 PINs
- Ganjam80 PINs
- Jagatsinghapur28 PINs
- Jajapur39 PINs
- Jharsuguda16 PINs
- Kalahandi26 PINs
- Kandhamal22 PINs
- Kendrapara30 PINs
- Kendujhar43 PINs
- Keonjhargarh1 PINs
- Khorda60 PINs
- Koraput31 PINs
- Malkangiri9 PINs
- Mayurbhanj66 PINs
- Nabarangapur15 PINs
- Nayagarh23 PINs
- Nuapada7 PINs
- Puri28 PINs
- Rayagada18 PINs
- Sambalpur28 PINs
- Sonapur8 PINs
- Sundergarh59 PINs
Other capabilities across Odisha
Questions
Do you cover all of Odisha?
Yes, all 31 districts and 922 PIN codes. Delivery is remote-first, so coverage is genuinely statewide rather than limited to the cities we happen to have offices in.
Which Odisha sectors do you work with most?
Across Odisha the economy leans towards steel and metals, mining, aluminium, ports, handloom. Heavy industry, where safety monitoring and predictive maintenance carry direct cost impact.
How much data do we need?
Less than people assume to start. A content-based approach works from day one; collaborative filtering improves as interaction volume grows.
How do you handle new products?
Content-based features carry new items until interaction data accumulates, with deliberate exploration so new items get a fair chance to be seen.
How do we know it is working?
Controlled A/B tests measured on revenue or engagement, with proper statistical treatment rather than eyeballing a dashboard.
Recommendation & Personalisation in Odisha
Covering all 31 districts. Tell us what you are trying to change.
Or email bd@dtrasglobal.com · call +91 74118 77878