Standardize, parse, and geocode complex Malaysian addresses conforming to the MS 2039:2006 standard. Converted through state-of-the-art tokenization and AI matching models.
Powering government agencies and commercial enterprises with precise address validation and geospatial lookups.
BM/EN bilingual parsing and component extraction (street, building, unit, section, mukim, daerah, negeri) using custom-trained ML models.
Flexible fallback strategies leveraging postcode search, cadastral lot/UPI mapping, and secure Google Maps API lookups when needed.
Returns granular accuracy flags (from 0FOUND indicating a perfect match to 9NOTFOUND) to rate database health.
Fully local on-premise or sovereign cloud deployment, support for BM/EN taxonomy, and full compliance with Malaysian addressing standard MS 2039:2006.
From a messy line of text to a verified rooftop coordinate: a national-scale address engine built on linguistic parsing, in-memory word vectors, and a conflated PostGIS corpus.
11+ national datasets fused into one canonical corpus
No single dataset describes a Malaysian address completely. MyAlamat treats each source as a witness: utility billing records prove occupancy, cadastral lot numbers anchor legal parcels, commercial basemaps contribute building footprints, and open boundaries frame every mukim, daerah and negeri. Records are normalized into 16 standard components, fingerprinted, deduplicated, and merged into a single canonical PostGIS corpus.
Reverse geocoding resolves any coordinate to its administrative home across 16 negeri & wilayah persekutuan, 133 daerah and 2,052 mukim boundary polygons.
Custom-trained libpostal model for Malaysian addresses
Level 30,levelMenara Maxis,buildingKLCC,section50088postcodeKuala Lumpurcity
AddressVec — the corpus held in RAM as int64 word vectors
PostgreSQL 18 + PostGIS 3.6 with H3 spatial hashing
0FOUNDPostcode + street + state + house — exact rooftop match1–3FOUNDPostcode anchored to a street or seksyen4–5FOUNDStreet + seksyen matched without a postcode6–7FOUNDAnchored to a named building8REMOVESECTIONRecovered by retrying without the section tokenGMAPSResolved via external fallback geocoder9NOTFOUNDHonestly flagged as unresolved — never silently guessedSovereign REST API with a full audit trail
OpenAPI 3.1 contract — /geocode, /correct and /match endpoints behind NGINX with ClickHouse audit logging.
Canonical negeri and component labels in both Bahasa Malaysia and English.
Reproducible single-host Docker Compose stack — PostgreSQL + PostGIS, API, NGINX, ClickHouse — for on-premise and air-gapped installs.
Continuous precision/recall and latency (p50/p95/p99) benchmarking against curated ground truth.
Reimport of TomTom SmartMap building data and the national Lot/UPI dataset.
Model-scored match confidence and a feedback loop that learns from user-submitted corrections.
Enter any messy, unstructured Malaysian address to see the tokenization engine split it into standard components.
Submit an address to view standard tokens, coordinates, and precision scores.
Integrate Malaysian address parsing directly into your ERP, CRM, checkout pages, or data warehouse pipelines with lightweight REST APIs.
Get test API keys with 10k free monthly geocoding requests immediately.
Sub-50ms API latencies, high-availability multi-region setups, and sovereign limits.
Outputs fields explicitly mapped to MS 2039:2006 specifications.
# Post a messy address for geocoding
curl -X POST "https://maps.tuxgeo.dev/address/v1/geocode" \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_API_KEY" \
-d '{
"address": "Level 30, Menara Maxis, KLCC, 50088 Kuala Lumpur"
}'Need on-premise deployment or custom SLAs? Drop us a message, and our team will get back to you shortly.