Case Studies

Challenge

SunRegen Healthcare AG was paying premium rates for third-party email, cloud storage, and website hosting. Costs were high, and the company had no ownership over its own data or infrastructure.

Solution

Migrated email to self-hosted infrastructure, deployed a private cloud for file storage, configured daily automated backups, and designed and launched a WordPress website with ongoing hosting management.

Results

• IT costs cut by over 50% compared to previous vendor stack
• Daily automated backups with full data ownership
• Professional website launched with managed WordPress hosting

Challenge

Deledao needed to expand its student safety platform into the Taiwanese market — classifying drugs, tobacco, and weapons content in Chinese. Existing English models couldn't transfer, and the team was working under tight resource constraints.

Solution

Evaluated 30+ baseline models and built an enhanced Chinese-language classifier using transformer-based NLP and custom preprocessing pipelines. In parallel, replaced manual Excel/Sheets processes with 7+ automated HubSpot workflows for invoicing, provisioning, and data cleanup — and eliminated 15% redundant CRM data through systematic cleanup.

Results

• 98%+ accuracy and 91.95% Macro-F1 on holdout set
• 7+ automated HubSpot workflows replacing manual processes
• 15% redundant CRM data eliminated, infrastructure built for 3x sales growth

Challenge

A growing dance studio with 300+ students was running billing, communications, monthly payments, and enrollment through disconnected manual processes. Nothing was online, and the administrative load scaled with every new student.

Solution

Moved entire business operations online — automated billing, monthly payment collection, and client communications. Built a unified client journey from enrollment through ongoing engagement, set up a consistent purchasing framework, and created a system designed to scale with growth.

Results

• Billing and monthly payments fully automated for 300+ students
• All client communications automated end-to-end
• Unified purchasing and operations framework across the business

Challenge

Written content is hard to consume while commuting or multitasking. Existing text-to-speech tools produce robotic output with no context awareness.

Solution

Built a TypeScript browser extension that extracts page content, summarizes it through an LLM, and synthesizes natural-sounding audio — all client-side, no backend required.

Results

• Open-source and freely available on GitHub
• Works on any webpage with zero backend infrastructure
• Converts long-form content into 3-5 minute audio summaries