Hire Dedicated AWS Developers
Building on AWS shouldn't feel like solving a puzzle with half the pieces missing. Whether you're migrating legacy systems, optimizing costs, or building AI-powered applications, you need developers who speak AWS fluently, not just read the documentation.
Delivering Impact
Code AI-Generated, Human-Audited
Built. Shipped. Running.
Product engineering and AI systems in production.
Voice AI Agents for Regulated Provider Comms
Two voice AI agents shipped in under two months, built to a US pharmacogenetics client's own privacy obligations for sensitive provider communications.
Secure outbound call authentication before any PHI is disclosed
RAG-powered denial notifications with API-sourced drug alternatives
Reduced manual PBA overhead across the full provider workflow
Multi-Agent AI Knowledge Platform
Unified three disconnected enterprise systems into a single AI interface — without rebuilding anything underneath.
10,000+ documents indexed with citation-backed retrieval
Multi-agent orchestration across store ops, loyalty, and analytics
Cross-domain queries resolved in seconds, not minutes

Maritime Digital Transformation
Rebuilt crew, vessel, and payroll systems for 37,000+ seafarers. Zero disruption to live operations.
Full-suite apps for crew management, vessel ops, and payroll
1M+ seafarer records migrated to AWS cloud
Offline-first architecture for ships with limited connectivity
A Concierge Pediatric Practice on One Platform
One booked visit carries through a schedule, a video room, a transcript, a clinical note, a record update and an invoice without anybody re-keying it.
Clinic, home visit, telehealth, phone and demo are all bookable end to end
A clinician reviews, edits and signs off before a note enters the medical record
The same record opens in the portal and in the parent app
AI Learning Platform for Financial Training
Turned three disconnected content sources into a searchable, voice-enabled AI learning experience, without rebuilding the platform.
500+ page finance book ingested and queryable by an AI voice agent
Video transcripts automatically synced, cleaned, and indexed
Answers grounded in proprietary content across courses, videos, and book material

School Canteen Platform
Full product build — mobile apps, portal, payments, and nutrition engine. Paper slips replaced.
End-to-end platform: iOS, Android, web portal, and backend
Stripe-integrated wallet with real-time order tracking
Serving 18,956 students and 13,868 active parents
Voice AI Agents for Regulated Provider Comms
Two voice AI agents shipped in under two months, built to a US pharmacogenetics client's own privacy obligations for sensitive provider communications.
Secure outbound call authentication before any PHI is disclosed
RAG-powered denial notifications with API-sourced drug alternatives
Reduced manual PBA overhead across the full provider workflow
Multi-Agent AI Knowledge Platform
Unified three disconnected enterprise systems into a single AI interface — without rebuilding anything underneath.
10,000+ documents indexed with citation-backed retrieval
Multi-agent orchestration across store ops, loyalty, and analytics
Cross-domain queries resolved in seconds, not minutes
Voice AI Agents for Regulated Provider Comms
- Secure outbound call authentication before any PHI is disclosed
- RAG-powered denial notifications with API-sourced drug alternatives
- Reduced manual PBA overhead across the full provider workflow
2
AI Agents<2 Months
DeliveredVerified
Caller AuthenticationMulti-Agent AI Knowledge Platform
- 10,000+ documents indexed with citation-backed retrieval
- Multi-agent orchestration across store ops, loyalty, and analytics
- Cross-domain queries resolved in seconds, not minutes
2,800+
Stores Impacted4
Engineers~6
Months DeliveryMaritime Digital Transformation
- Full-suite apps for crew management, vessel ops, and payroll
- 1M+ seafarer records migrated to AWS cloud
- Offline-first architecture for ships with limited connectivity
5-Year
Engagement3rd Largest
Ship Manager1M+
Records MigratedA Concierge Pediatric Practice on One Platform
- Clinic, home visit, telehealth, phone and demo are all bookable end to end
- A clinician reviews, edits and signs off before a note enters the medical record
- The same record opens in the portal and in the parent app
4
Product Surfaces5
Visit Types8
Record TypesAI Learning Platform for Financial Training
- 500+ page finance book ingested and queryable by an AI voice agent
- Video transcripts automatically synced, cleaned, and indexed
- Answers grounded in proprietary content across courses, videos, and book material
500+
Pages Ingested3
Content Sources Connected~6 wks
Core Build
School Canteen Platform
- End-to-end platform: iOS, Android, web portal, and backend
- Stripe-integrated wallet with real-time order tracking
- Serving 18,956 students and 13,868 active parents
13,868
Active Parents33
SchoolsFull Product
BuildVoice AI Agents for Regulated Provider Comms
- Secure outbound call authentication before any PHI is disclosed
- RAG-powered denial notifications with API-sourced drug alternatives
- Reduced manual PBA overhead across the full provider workflow
2
AI Agents<2 Months
DeliveredVerified
Caller AuthenticationMulti-Agent AI Knowledge Platform
- 10,000+ documents indexed with citation-backed retrieval
- Multi-agent orchestration across store ops, loyalty, and analytics
- Cross-domain queries resolved in seconds, not minutes
2,800+
Stores Impacted4
Engineers~6
Months Delivery

















