beamlab.co / Case Studies

Real systems. Long engagements.

Projects we built and ran in production — most for years, not months. Active engagements, closed flagship work, and short-form deliveries. Every outcome is verifiable.

Active engagements

Currently operating.

02 live · multi-year
SPKJoy Co., Ltd. · via Baksters Live · Sprint 47

SparkJoy

Consumer content + commerce platform · 2023 — Present
9 independently deployable microservices on GCP serving 10K+ Thai users across 2K+ novels and 15K+ chapters.

Full microservices architecture, Nuxt.js SSR web app, and Flutter mobile — designed and continuously developed by Beamlab since 2023 across multiple annual cycles. Independent module scaling with formalized change-management.

ScopeArchitecture · Web · Mobile · Ops
CadenceQuarterly sprints · structured CR process
Team4 engineers embedded
Nuxt.jsFlutterGCPPostgreSQLExpress.jsFirebaseMicroservices
MPlus International Live · Sprint 08

ProSpace

IT personnel matching platform · 2024 — Present
Nationwide technician-to-brief matching with tailored setup workflows for each client business.

Platform for an IT security service provider — data-policy management, licensed-expert consulting, and a matching engine that routes qualified technicians to projects.

Nuxt.jsNode.jsPostgreSQLGCP
Past flagship work

Multi-year engagements,
closed in good standing.

04 projects · 2019 – 2024
The Face Shop · via Baksters Closed · 2019 — 2024

Manavis People Analytics

AI / CV retail intelligence for 80 Face Shop stores
80 retail stores running real-time people-tracking on existing CCTV — one of our deepest engagements.

Python-based people detection and tracking on IoT edge devices, ETL'd into BigQuery via DataFlow and Cloud Function triggers. Vue.js operator dashboard. Continuously monitored and maintained by our Baksters Care companion app.

PythonPyTorchTensorFlowBigQueryDataFlowVue.jsIoT Edge
KCE Electronics · via Baksters Closed · 2019 — 2024

KCE Defect Detection

PCB manufacturing AI on the production line
60%↓ QA workload reduction with defect detection error rate held below 1%.

PyTorch/TensorFlow defect detection running on the production floor. Redis + MongoDB job queue with Celery & Supervisord. Docker, Ansible, and Terraform for consistent fleet deployment across production environments.

PyTorchTensorFlowDockerTerraformAnsibleRedisMongoDB
Baksters Co., Ltd. Closed · 2023 — 2024

WaiJai Monitoring

Consumer smart-home security mobile app
Real-time multi-camera monitoring, ML-based face recognition, and instant push alerts.

Flutter/Dart mobile app backed by Node.js APIs and PyTorch/TensorFlow ML models. Amazon Kinesis for low-latency video streaming. Dual-cloud architecture (GCP + AWS) for streaming reliability and compute scalability.

FlutterNode.jsPyTorchTensorFlowAWSGCPKinesis
Baksters Co., Ltd. Closed · 2022 — 2024

Baksters Care

Internal operations dashboard for the Baksters team
80stores monitored in real time — Manavis device status, per-shop data stability, incident reporting.

Operations companion app for monitoring the deployed Manavis fleet across all Face Shop locations. Real-time device status, data-stability checks per shop, and incident reporting workflow for the Baksters team.

Vue.jsNode.jsGCPPostgreSQL
Short-form deliveries

Three-month builds for Praram Nine Technologies.

03 projects · Jan – Mar 2023
Giadina
Praram Nine · 2023
G

A mindfulness and well-being app offering expert-designed activities, mood tracking, and ML-powered personalized wellness recommendations for Thai users.

FlutterNode.jsML
GottaGO
Praram Nine · 2023
G

A digital commerce ecosystem connecting vendors, influencers, and consumers through coupon campaigns distributed by top-tier influencers on the platform.

Nuxt.jsNode.jsPostgreSQL
K'otton
Praram Nine · 2023
K

A fashion discovery ecosystem bringing designer brands together in one place, with a Keras-based ML model powering personalized style recommendations.

FlutterKerasML
Client websites

Smaller builds we've also shipped.

05 sites · misc
MediConnect Pokhara
Healthcare · Nepal
Website
Classical Herbal
Wellness brand
Website
Ayurveda Health Home
Healthcare
Website
Young Ayurvedic Doctors' Organization
Non-profit
Website
L'italiano Restaurant
F&B · branding + web
Website
Ready for what's next?

Let's add yours to the list.

Tell us what you're building, what's stuck, or what you'd like to operate better.

Start a conversation