Meta-ready WhatsApp systems
WhatsApp front desk for a Belize retailer — Private Org — Belize
Belize
Problem: A Belize retailer needed faster product, stock, pricing, and order responses without keeping every routine WhatsApp conversation on a single staff phone.
Approach: Silvatech deployed a Meta-ready WhatsApp front desk using WOP, approved business information, AI-assisted replies, order capture, and one-tap human handoff.
- Routine customer questions handled before staff intervention.
- Human handoff preserved for high-value, unclear, or sensitive conversations.
- Bilingual readiness for Belize customers and regional buyers.
48 hrsSignup to go-live2Languages served24/7Front desk coverage
WhatsAppMeta Embedded SignupWOPDjangon8n
Public-safe anonymized case. Client name withheld; country, problem, outcome, and stack shown.
Platforms & products
Campaign operations platform modernization — Private Org — Belize
Belize
Problem: A mission-critical campaign operations platform had to be modernized without pausing live operations or forcing a risky rewrite.
Approach: Silvatech modernized the platform slice by slice, keeping legacy and modern systems running together while new modules moved into a Next.js frontend and Go API.
- Modern modules introduced without halting the existing platform.
- Safer migration path because legacy and new stacks could operate together.
- Control-room and reporting workflows improved while the platform remained usable.
6Modules live on new stack2Stacks in parallel0Downtime during migration
Next.jsGoMongoDBAWS ECSNginx
Anonymized private-organization work. The published version avoids operational details and private names.
Platforms & products
Tourism directory and AI concierge at national scale — Silvatech Internal — Belize
Belize
Problem: Belize tourism information was scattered across booking sites, directories, and social media, with no single clean map of where to stay or explore.
Approach: Silvatech built a static-first tourism directory with structured destination pages, mapped stays, hotel records, heat maps, an AI concierge, and WhatsApp lead routing.
- Unified hospitality and destination data into a searchable public product.
- Made Belize destination discovery more structured and AI-ready.
- Created a foundation for tourism lead routing, analytics, and future investor-facing services.
1649Stays indexed321Hotels mapped108Destination pages
Next.jsAWS AmplifyLeafletAI conciergeWhatsApp
Silvatech-owned internal product work built to organize Belize tourism data.
AI + tool connections
One search across work tools — Silvatech Internal — Belize
Belize
Problem: Teams lose answers across work tools. Silvatech built a permission-aware AI search layer that queries multiple systems and answers with citations.
Approach: The system fans out across connected tools, respects user access, routes across LLM providers, and returns cited answers with human approval gates where needed.
- One search experience across multiple work tools.
- Permission-aware responses so users only see what they are allowed to access.
- Foundation for internal copilots, research synthesis, and operational memory.
5Work tools searched at once2LLM providers routed1Answer, with citations
FastAPILangGraphpgvectorClaudeGoogle Cloud
Internal platform work for permission-aware AI search and operational memory.
Platforms & products
Multi-tenant ecommerce for Belize sellers — Silvatech Internal — Belize
Belize
Problem: Belize sellers needed online stores that support real local payment behavior, not only card-first checkout.
Approach: Silvatech built a multi-tenant ecommerce platform where each store can run on its own domain and checkout supports card, wallet, and bank-deposit voucher flows.
- Local-first checkout model covering more Belize payment realities.
- Store approval, order tracking, payment audit trails, and tenant self-service built in.
- One reusable codebase behind multiple stores.
3Checkout modes25+API endpoints1Codebase behind stores
DjangoHTMXPostgresDockerPayments
Silvatech-owned internal product work designed around Belize commerce behavior.
Platforms & products
Managed virtual classrooms for real schools — Private Org — United States / Belize
United States / Belize
Problem: Schools needed virtual classrooms connected to rostering, attendance, and single sign-on, not another isolated video tool.
Approach: The platform combined a customized BigBlueButton stack with student management, attendance, breakout rooms, whiteboards, recordings, and Google, Clever, and ClassLink sign-on.
- Students and educators could enter class through existing sign-on flows.
- Rostering and attendance connected the classroom experience to school operations.
- Open-source video infrastructure reduced lock-in while allowing customization.
3Rostering integrations1Click into class via SSO100%Open-source video core
BigBlueButtonNode.jsRedisSSOAttendance
Anonymized education-platform work. The original product name is intentionally not published.
Founder-led delivery
Adtech reporting and production support platform — Private Org — Canada
Canada
Problem: A revenue and ad-operations platform needed better reporting access, production support, export quality, and operational alerting.
Approach: Founder-led delivery included GraphQL reporting endpoints, React and Flask fixes, AWS Lambda alerts to Slack, granular CSV exports, user tracking, reviews, and CI/CD deployments.
- Reporting data became easier to access through API endpoints.
- Export files became more useful through added detail.
- Health alerts improved operational visibility.
- Code review and production deployment discipline supported faster platform maintenance.
GraphQLPostgresReactFlaskAWS
Founder-led delivery is published as experience behind Silvatech, not as a named Silvatech client.
Founder-led delivery
Healthcare workflow microservices and platform support — Private Org — Mexico / United States
Mexico / United States
Problem: Healthcare workflow product teams needed maintainable microservices, clean REST integrations, tests, and delivery discipline across production application work.
Approach: Founder-led delivery included MoleculerJS microservices, durable REST integrations, Jest unit testing, SDLC participation, code reviews, and TDD/BDD-style practices.
- More maintainable service boundaries and API integrations.
- Better test coverage expectations through unit testing and software practice adoption.
- Stronger distributed delivery through code review and lifecycle participation.
MoleculerJSNode.jsREST APIsJestTDD
Healthcare workflow details are intentionally high-level and anonymized.
Founder-led delivery
Biometric identity exchange and device integration — Private Org — United States
United States
Problem: A biometric identity platform needed engineering support across EBTS workflows, secure file exchange, operational dashboards, and device integration.
Approach: Founder-led delivery supported EBTS-related transactions, SFTP and email exchange, Manage Dashboard screens, device-SDK integration, and production-support fixes across handoffs.
- Biometric transaction workflows became easier to manage, inspect, and support.
- SFTP and email exchange paths reduced manual file movement and status chasing.
- Operational dashboards surfaced queues, submissions, responses, failures, retries, and follow-up work.
- Device integration helped bridge physical biometric capture with the software platform.
EBTSSFTPSecure file exchangeDashboardsDevice SDKs
Published only at workflow level. Agencies, endpoints, device vendors, schemas, and security details are withheld.
Founder-led delivery
Revenue operations and audit workflow platform — Private Org — United States
United States
Problem: A revenue operations platform needed stronger calling workflows, campaign reporting, contract visibility, searchable audit records, and reusable table infrastructure.
Approach: Founder-led delivery included dialer improvements, reporting tables, SQLAlchemy query optimization, email audit retrieval from S3, reusable React tables, advanced search, tests, and reviews.
- More controlled outbound workflow for agents.
- Improved campaign, contract, and revenue reporting visibility.
- Better QA traceability through retrievable original email records.
- Reusable frontend table patterns reduced future integration effort.
FlaskReactSQLAlchemyAWS S3Pytest
Founder-led delivery is anonymized and framed as engineering experience behind Silvatech.
Founder-led delivery
AI-assisted engineering operations and cloud modernization — Private Org — Spain
Spain
Problem: A distributed engineering organization needed faster rollouts, clearer PR-to-project visibility, better review accountability, and a stronger cloud deployment foundation.
Approach: Founder-led delivery included containerized Google Cloud deployments, Artifact Registry pipelines, GitHub-to-Asana automation in n8n, PR scoring, Kubernetes rollout patterns, CI/CD, observability, and branch standards.
- Faster and more reliable rollout path across environments.
- Better visibility from code changes to project-management tasks.
- Stronger code-quality accountability through review automation and branch standards.
- Improved alignment between engineering work and organizational goals.
Google CloudKubernetesn8nGitHubAsana
Founder-led delivery is published as anonymized experience, not a named direct-client claim.
Meta-ready WhatsApp systems
WOP: WhatsApp operating layer for Belize SMBs — Silvatech Internal — Belize
Belize
Problem: Many Belize businesses already use WhatsApp as their front desk, but leads, orders, bookings, payments, follow-ups, and escalation rules often live only in chat.
Approach: WOP combines business onboarding, Meta Embedded Signup, WhatsApp number management, billing, workflow generation, n8n routing, dashboards, activity logs, support, and deployment evidence.
- Repeatable onboarding path for WhatsApp automation clients.
- Admin and client visibility into business profiles, billing, inbox, activity, support, and automation state.
- Per-number routing to dashboard workflows, n8n, or custom automation paths.
- Stronger product foundation for Silvatech’s Belize-first WhatsApp automation offer.
DjangoNext.jsPostgresMeta WhatsApp Cloud APIn8n
Silvatech-owned product work. Capabilities are published without unsupported usage-volume claims.
Lab & open source
Git-backed memory for AI agents — Silvatech Lab — Belize
Belize
Problem: AI assistants often forget context between sessions, repeat mistakes, or treat unverified guesses as facts.
Approach: Silvatech built a git-backed knowledge system where models propose claims, humans accept or reject them, and future agent sessions load approved truth.
- Human-reviewed memory for agent workflows.
- Clearer boundary between proposed claims and accepted facts.
- Reusable base for internal assistants and customer agent projects.
6Agent skills included4Autonomy tiers5Minutes to first deploy
PythonMCPClaude CodeGitMIT license
Silvatech lab work released as an open-source template.
Lab & open source
Browser games with zero installs — Silvatech Lab — Belize
Belize
Problem: Can one HTML file carry a whole game, engine, visuals, audio, and gameplay without installation and still feel responsive on phones?
Approach: Silvatech built two lab experiments: a 2.5D arcade fighter and a procedural FPS, each as a single-file browser game using three.js, WebGL, procedural audio, and procedural textures.
- Demonstrated fast creative prototyping with no install step.
- Kept the lab sharp on browser performance, interaction, media generation, and WebGL constraints.
- Created demo assets useful for talent, experimentation, and R&D culture.
2Games shipped1File per game0Installs required
three.jsWebGLProcedural audioMobile browser
Silvatech lab work that keeps frontend, media, and performance engineering sharp.
