real-time-recommendation-analytics
End-to-end retail analytics and recommendation platform using PySpark, Kafka, PostgreSQL, Power BI, PyTorch Two-Tower, Qdrant, FastAPI, Docker and Azure.
Details
- External ID
- 1393371921
- Source
- GITHUB
- Company
- —
- Product
- real-time-recommendation-analytics
- Website domain
- github.com
- Launched
- Sept. 28, 2026
- Cohort
- —
- Upvotes
- 96
- Upvotes percentile
- 0.9211503971304125
- Tags
- —
- Fetched at
- Sept. 30, 2026, 5:01 p.m.
- Updated at
- Sept. 30, 2026, 5:01 p.m.
Enrichment
- Theme
- revenue optimization and billing analytics
- Vertical
- Retail & commerce
- Function
- Analytics & BI
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- recommendation and analytics platform for retail
- Manually corrected
- False
Could you build this?
Partial The individual components (FastAPI, Qdrant, Docker) can be set up via prompting, but establishing a real-time distributed stream pipeline (PySpark + Kafka + PyTorch Two-Tower training/inference) requires complex infrastructure engineering.
What it would actually take: Building a working prototype involves orchestrating Kafka for clickstream ingestion, PySpark Streaming for feature aggregation, a two-tower neural network trained in PyTorch, and Qdrant for approximate nearest neighbor vector search. The difficult aspects are distributed stream state management, low-latency online inference (<50ms), and feature store consistency between training and real-time serving.
Competitors
Other products that read as similar to this one — 190 launches clear the similarity bar, closest 8 shown.
Attention rank: #10 of 191 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 334 days after the earliest competitor.
- Rapid-CRM · github · 2026-09-27 · 16 upvotes · similarity 0.51
- OrcaSheets, local first analytics engine to process billions of rows · hn · 2026-05-15 · 5 upvotes · similarity 0.50
- shopify-integration · github · 2026-09-23 · 8 upvotes · similarity 0.48
- Pug.sh · hn · 2026-07-08 · 15 upvotes · similarity 0.48
- XQL, a query language for screening market data · hn · 2026-07-30 · 5 upvotes · similarity 0.48
- IMDB-Recommender-System · github · 2026-09-22 · 22 upvotes · similarity 0.47
- cloud-cost-optimizer · github · 2026-09-10 · 10 upvotes · similarity 0.45
- Gowatch: AI Monitoring Platform for Businesses · yc · 2025-12-11 · 25 upvotes · similarity 0.44
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.