Northeast India
Recommendation & Personalisation across Assam
Recommendations that lift the metric you care about, measured by experiment, not by offline accuracy. Covering every district and PIN code in Assam.
- Districts
- 23
- PIN codes
- 571
- Cities mapped
- 14
Recommendation & Personalisation in Assam
Offline accuracy and revenue are different things. We measure recommendations by experiment against the business metric, because that is the only number that pays anyone.
Assam runs on tea, petroleum and natural gas, agriculture and handloom and silk, plantation and energy operations spread across difficult terrain, which makes remote monitoring and field-data capture the recurring need. Where recommendation & personalisation earns its budget here usually follows directly from that mix.
We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep. You own the code, the models where they are open-weight, and the documentation to run it without us.
নমস্কাৰ , Nomoskar. We work in Assamese and English across Assam.
Assam coverage
- State / UT
- Assam
- Region
- Northeast India
- Districts covered
- 23
- PIN codes covered
- 571
- Cities mapped
- 14
- Working languages
- Assamese, 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 Assam
Every district has a coverage page listing its PIN codes.
- Barpeta22 PINs
- Bongaigaon14 PINs
- Cachar46 PINs
- Darrang26 PINs
- Dhemaji9 PINs
- Dhubri16 PINs
- Dibrugarh27 PINs
- Goalpara12 PINs
- Golaghat19 PINs
- Hailakandi19 PINs
- Jorhat30 PINs
- Kamrup73 PINs
- Karbi Anglong14 PINs
- Karimganj20 PINs
- Kokrajhar16 PINs
- Lakhimpur16 PINs
- Marigaon10 PINs
- Nagaon32 PINs
- Nalbari37 PINs
- North Cachar Hills7 PINs
- Sibsagar33 PINs
- Sonitpur42 PINs
- Tinsukia31 PINs
Other capabilities across Assam
Questions
Do you cover all of Assam?
Yes, all 23 districts and 571 PIN codes. Delivery is remote-first, so coverage is genuinely statewide rather than limited to the cities we happen to have offices in.
Which Assam sectors do you work with most?
Across Assam the economy leans towards tea, petroleum and natural gas, agriculture, handloom and silk. Plantation and energy operations spread across difficult terrain, which makes remote monitoring and field-data capture the recurring need.
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 Assam
Covering all 23 districts. Tell us what you are trying to change.
Or email bd@dtrasglobal.com · call +91 74118 77878