Technology & Platform

Technology & data platform

The real tooling and architectures we ship — from data platforms and ML/AI to cloud and compliance.

Technology categories

Data Platform & Engineering

End-to-end data architecture — ingestion, batch + streaming pipelines, lakes and warehouses, governance.

  • AWS
  • Apache Spark
  • Apache Airflow
  • Apache Kafka
  • Real-time Streaming
  • Batch Pipelines
  • Data Fusion
  • PostgreSQL
  • MongoDB
  • Elasticsearch

Machine Learning & AI

ML/DL models for clustering, ranking, scoring, image processing — plus LLM pipelines and knowledge graphs.

  • PyTorch
  • TensorFlow
  • scikit-learn
  • Deep Learning
  • Image Processing
  • LLM / RAG
  • Knowledge Graph (Neo4j)
  • Clustering
  • Recommendation
  • Scoring Models

Visualization & GIS

Dashboards, maps, and spatial tooling that executives and field teams actually use to decide.

  • D3.js
  • ECharts
  • Mapbox
  • Leaflet
  • Polygon Drawing
  • GPS Validation
  • Map-based Analytics
  • Export (PDF / CSV / Image)

Web & Mobile Applications

Field-data capture apps, Open Data portals, registration systems, and public-facing platforms.

  • React
  • Vue
  • TypeScript
  • Node.js
  • iOS (Swift)
  • Android (Kotlin)
  • Astro
  • Tailwind CSS
  • Firebase

Cloud & Infrastructure

AWS serverless + managed services, container platforms, observability — designed to be cost-efficient.

  • AWS (Lambda, S3, RDS)
  • Docker
  • Kubernetes
  • CI/CD (GitHub Actions)
  • Cloudflare
  • Nginx
  • k6 (Load Testing)

Identity & Compliance

Auth, ThaID, 2FA, plus rule-based + ML verification for regulated workloads.

  • Keycloak
  • ThaID
  • 2FA (TOTP / SMS)
  • OAuth / OIDC
  • UBO Traversal
  • Linkage Center API
  • Digital Signature

Reference Architectures

Reference architectures

Patterns we reuse and adapt to each engagement.

Data Lakehouse

Blends lake flexibility with warehouse schema — ideal for analytics across many sources.

  1. 1 Sources
  2. 2 Ingestion (batch + CDC)
  3. 3 Bronze / Silver / Gold
  4. 4 BI + ML

Real-time Streaming

Kafka → stream processing → materialized views feeding second-level dashboards and alerts.

  1. 1 Producers
  2. 2 Kafka
  3. 3 Stream Processing
  4. 4 OLAP + Alerts

Retrieval-Augmented LLM

Docs → embeddings → vector search → LLM with guardrails — for knowledge apps and agents.

  1. 1 Docs
  2. 2 Embeddings
  3. 3 Vector DB
  4. 4 LLM + Guardrails

Security & Compliance

Security and compliance

We design to align with key standards — PDPA, Thai-government guidance, and international baselines.

PDPA Ready

Systems designed to PDPA principles — data minimization, consent management, and breach response.

Thai Government Standards

Aligned with ETDA, depa, and DGA guidance for public-sector systems — including e-Bidding and Data Dictionary practices.

International Baseline

Built for UNICEF Thailand and similar partners with international-grade security and privacy baselines.

OWASP ASVS Alignment

Web and API design reviewed against OWASP ASVS — systematically reducing OWASP Top 10 risk.

NIST Cybersecurity Framework

Security organised around the NIST CSF pillars — Identify, Protect, Detect, Respond, Recover.

GDPR Alignment

EU-facing engagements covered — data subject rights, DPAs, and transfer safeguards alongside PDPA.

ThaID / Digital ID Integration

ThaID and Thai Digital ID integration — live in production with UNICEF MSO.

Accessibility (WCAG 2.1 AA)

Web and apps designed to WCAG 2.1 AA — semantic HTML, focus-visible, reduced-motion, skip-link.

Got a data problem worth solving?

Book a free consultation with the BIGGO team. We will design a solution tailored to your problem, on your terms.

[email protected]