Smart Services

From cloud automation to AI‑driven workflows — we design scalable systems that transform operations into intelligent ecosystems.

AI & Automation Consulting

Challenge
A fast‑growing SaaS company needed to enhance its AI product offering and automate internal workflows. Their existing stack lacked orchestration, data retrieval, and scalable automation patterns.

What We Delivered

  • Designed and built a GenAI RAG application using Python, Node.js, LangChain, Selenium, OpenSearch, MongoDB, Azure OpenAI, and ChatGPT 4o
  • Implemented structured retrieval, browser automation, and multi‑agent orchestration
  • Integrated the system into their existing product suite to expand AI capabilities

Impact

  • Enabled new AI‑powered features that previously required manual work
  • Reduced operational overhead and improved product differentiation
  • Delivered a production‑ready system that accelerated their roadmap

Product & Technology Architecture

Modernizing Infrastructure for Scale and Reliability

Challenge
A digital platform running on a legacy PHP stack needed to migrate off a managed hosting provider and prepare for rapid user growth. Another enterprise client required a full cloud migration from AWS to GCP.

What We Delivered

  • Migrated a production PHP application from Kinsta to AWS, including environment setup, CI/CD, and launch readiness
  • Delivered a complete MVP and public release within two months
  • Re‑architected an AWS ESK‑based application and migrated it to Google Kubernetes Engine (GKE)
  • Implemented DevOps pipelines integrating GitHub, Docker, and AWS EC2

Impact

  • Improved system reliability and reduced hosting cost
  • Enabled faster deployments and safer release cycles
  • Provided a scalable, cloud‑native foundation for future growth

UX, Workflow & Process Optimization

Streamlining Experiences and Engineering Clarity
Challenge
Multiple clients faced friction in their product experience and internal delivery processes. Teams struggled with unclear workflows, slow iteration cycles, and inconsistent user journeys.
What We Delivered

  • Conducted UX reviews and workflow audits across product and engineering teams
  • Redesigned processes to remove bottlenecks and improve cross‑team clarity
  • Provided ongoing technical and UX advisory to guide product decisions
  • Supported post‑delivery operations with hands‑on DevOps and customer‑centric improvements
    Impact
  • Increased customer satisfaction by 80%
  • Reduced delivery friction and improved team velocity
  • Created cleaner, more intuitive user experiences that aligned with business goals

Client Feedback & Recommendations

Jon is extremely knowledgeable in his field and have a lot of experience to bring to our team. Delivers tasks on time and give a lot of useful advice!

Amy Tsang, Co-Founder of Suppaw Ltd.

Jonathan possess great knowledge and an acute sense of how a system will function and respond. Together with a team, or alone, Jonathan will get the results your looking for.

Daniel Olsson, Director at Tellus Trade Ltd.

It is a great pleasure working with Jonathan, he is efficient and extremely knowledgeable. Giving excellent advice on our project, helping us make sure everything is as cost efficient as possible. Look forward to working with him again!

Michael Barsin, Founder of MyKey IT

Jonathan is an amazing individual who can deliver as promised. He is extremely knowledgeable in IT and had helped us cut our platform development cost and time by more than 60% with the best cost effective solutions.

Louis Ng, Founder of NK Toys & Entertainment

Jonathan has been great to work with and is diligent with following up on projects as well as meeting set timelines. He is not afraid to ask questions should anything be unclear direction-wise, and will offer up alternative solutions based on his own experience to help solve unforeseen problems. It’s a pleasure working with him!

Cheline Yau, Founder of Cheline55 Designs

Jonathan has been helping us build the AsiaEtrading website for a few years now and we wouldnt be where we are without him.

Steve Edge, Founder of BuySideNews.com

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