Services
Reliable Platforms, Smarter Features
I help teams evolve production systems with pragmatic feature delivery, robust data and API integrations, and scalable retrieval/orchestration patterns - all focused on measurable performance and avoiding rework.
Full-Stack Web & Applied AI Features
From greenfield SaaS to adding AI-driven product capabilities - design, implementation, integration, performance & lifecycle stewardship.
-
01
Web Development & SaaS Applications
End-to-end web & SaaS delivery - from architecture to production. Founder-led execution with lean iteration whether you're starting from zero or scaling an existing platform.
-
02
Applied AI Features & Product Integration
Design & implementation of AI-powered features inside web products: retrieval-augmented search, intelligent assistants, adaptive UI, structured extraction & scoring.
-
03
Platform & API Engineering
Core service & data layer engineering: resilient APIs, schema design, performance tuning, deployment pipelines & operational maturity.
-
04
Django & Python Web Applications
Django & Python for internal tools, SaaS platforms, and data-driven systems. We manage the lifecycle: architecture, implementation, hardening, and long-term maintainability.
-
05
LLM Engineering & Retrieval
Architecture & implementation of retrieval workflows, model selection, evaluation harnesses, guardrails & deployment pathways for AI features.
-
06
Frontend Engineering & UX Implementation
Product interfaces built for clarity & speed: component architecture, performance budgets, accessibility & seamless backend integration.
-
07
MCP Server Creation & Data Curation Layer
I design and run a custom MCP server plus the data layer that keeps it useful: collect data, clean it, build focused tools, test quality, and keep everything fresh automatically.
-
08
Creator Partnership Hub
White-label platform blueprint enabling creators & influencers to manage partnerships, bundle offerings, and track performance with operational efficiency.
-
09
Digital Brand Avatar Partnership
I bring the DigitalTwin.Agency avatar playbook into your brand with persona labs, studio capture, and multilingual campaign operations.
01
Web Development & SaaS Applications
End-to-end web & SaaS delivery - from architecture to production. Founder-led execution with lean iteration whether you're starting from zero or scaling an existing platform.
Web Development & SaaS Applications
End-to-end web & SaaS delivery - from architecture to production. Founder-led execution with lean iteration whether you're starting from zero or scaling an existing platform.
End-to-end web & SaaS delivery - from architecture to production. Founder-led execution with lean iteration whether you're starting from zero or scaling an existing platform.
What You Get
- From-Scratch SaaS Applications: Complete product development from initial architecture to production deployment
- Web Applications: Both backend APIs and frontend interfaces that work seamlessly together
- Maintenance & Enhancement: Ongoing development, feature additions, and performance improvements
- Production Deployment: Server setup, CI/CD pipelines, monitoring, and scaling infrastructure
- Legacy System Modernization: Upgrading and refactoring older applications with modern best practices
02
Applied AI Features & Product Integration
Design & implementation of AI-powered features inside web products: retrieval-augmented search, intelligent assistants, adaptive UI, structured extraction & scoring.
Applied AI Features & Product Integration
Design & implementation of AI-powered features inside web products: retrieval-augmented search, intelligent assistants, adaptive UI, structured extraction & scoring.
Design & implementation of AI-powered features inside web products: retrieval-augmented search, intelligent assistants, adaptive UI, structured extraction & scoring.
What You Get
- RAG & domain-aware semantic search
- Context-aware in-app assistants & copilots
- Document / PDF intelligence & structured extraction
- LLM-enabled data enrichment & scoring
- Evaluation, guardrails & observability instrumentation
03
Platform & API Engineering
Core service & data layer engineering: resilient APIs, schema design, performance tuning, deployment pipelines & operational maturity.
Platform & API Engineering
Core service & data layer engineering: resilient APIs, schema design, performance tuning, deployment pipelines & operational maturity.
Core service & data layer engineering: resilient APIs, schema design, performance tuning, deployment pipelines & operational maturity.
What You Get
- REST / GraphQL / WebSocket APIs
- Relational schema & query optimization
- Caching & performance instrumentation
- Dockerized CI/CD, infrastructure & environments
- Auth, authorization & security hardening
04
Django & Python Web Applications
Django & Python for internal tools, SaaS platforms, and data-driven systems. We manage the lifecycle: architecture, implementation, hardening, and long-term maintainability.
Django & Python Web Applications
Django & Python for internal tools, SaaS platforms, and data-driven systems. We manage the lifecycle: architecture, implementation, hardening, and long-term maintainability.
Django & Python for internal tools, SaaS platforms, and data-driven systems. We manage the lifecycle: architecture, implementation, hardening, and long-term maintainability.
What You Get
- Complete Project Lifecycle: From initial setup and architecture through deployment and long-term maintenance
- Full-Stack Development: Backend APIs, admin interfaces, and integrated frontend solutions
- Third-Party Integration: Payment processors, CRMs, email services, and custom API connections
- Performance & Scaling: Database optimization, caching, and application-level performance improvements
- Maintenance & Updates: Version upgrades, security patches, feature additions, and ongoing support
- Legacy Modernization: Upgrading older Django projects with modern best practices
05
LLM Engineering & Retrieval
Architecture & implementation of retrieval workflows, model selection, evaluation harnesses, guardrails & deployment pathways for AI features.
LLM Engineering & Retrieval
Architecture & implementation of retrieval workflows, model selection, evaluation harnesses, guardrails & deployment pathways for AI features.
Architecture & implementation of retrieval workflows, model selection, evaluation harnesses, guardrails & deployment pathways for AI features.
What You Get
- Vector / hybrid retrieval design
- Prompt strategy & evaluation harness
- Guardrails / safety & fallback flows
- Model selection & cost/performance analysis
- Fine-tuning / adapters (when justified)
06
Frontend Engineering & UX Implementation
Product interfaces built for clarity & speed: component architecture, performance budgets, accessibility & seamless backend integration.
Frontend Engineering & UX Implementation
Product interfaces built for clarity & speed: component architecture, performance budgets, accessibility & seamless backend integration.
Product interfaces built for clarity & speed: component architecture, performance budgets, accessibility & seamless backend integration.
What You Get
- React / Vue / HTMX patterns
- Design system & component layering
- Accessibility & performance audits
- State & data fetching strategy
07
MCP Server Creation & Data Curation Layer
I design and run a custom MCP server plus the data layer that keeps it useful: collect data, clean it, build focused tools, test quality, and keep everything fresh automatically.
MCP Server Creation & Data Curation Layer
I design and run a custom MCP server plus the data layer that keeps it useful: collect data, clean it, build focused tools, test quality, and keep everything fresh automatically.
I design and run a custom MCP server plus the data layer that keeps it useful: collect data, clean it, build focused tools, test quality, and keep everything fresh automatically.
What You Get
- Domain Modeling & Schema Design
- Custom MCP Tool Surface (search, classify, plan, transform)
- Dataset Assembly: sourcing, cleaning, enrichment
- Ingestion & Refresh Pipelines (scheduled / event)
- Retrieval & Prompt Strategy (grounded responses)
- Evaluation & Guardrail Harness (quality + drift checks)
- Deployment (containerized) & Inspector-ready hooks
- Observability: cost, latency, tool usage, quality deltas
08
Creator Partnership Hub
White-label platform blueprint enabling creators & influencers to manage partnerships, bundle offerings, and track performance with operational efficiency.
Creator Partnership Hub
White-label platform blueprint enabling creators & influencers to manage partnerships, bundle offerings, and track performance with operational efficiency.
White-label platform blueprint enabling creators & influencers to manage partnerships, bundle offerings, and track performance with operational efficiency.
What You Get
- White-Label Platform: Fully customized branding with custom domain integration and personalized UI/UX
- Partnership Management: Centralized dashboard with automated onboarding workflows and commission tracking
- Package Builder: Drag-and-drop interface to bundle partner services with dynamic pricing management
- Revenue Optimization: Multiple monetization models with A/B testing and automated payout processing
- Content Integration: Seamless social media integration with trackable links and conversion analytics
- Technical Architecture: Django-based API with PostgreSQL, Redis caching, and React frontend dashboard
09
Digital Brand Avatar Partnership
I bring the DigitalTwin.Agency avatar playbook into your brand with persona labs, studio capture, and multilingual campaign operations.
Digital Brand Avatar Partnership
I bring the DigitalTwin.Agency avatar playbook into your brand with persona labs, studio capture, and multilingual campaign operations.
I bring the DigitalTwin.Agency avatar playbook into your brand with persona labs, studio capture, and multilingual campaign operations.
What You Get
- Persona DNA Field Guide: the working packet I use to align tone sliders, scenarios, and refusal logic.
- Studio Capture & Look Kit: lighting presets, wardrobe plan, hero renders, and mocap loops produced by me.
- Voice & Interaction System: tuned speech model, multilingual script bank, and prompt stacks with QA gates.
- Campaign Engine Assets: promo templates, livestream overlays, onboarding workflows, localized variants.
- Operator Console & Runbooks: livestream checklist, automation triggers, escalation ladder, and standby fallback I rely on.
- Governance & Analytics Package: moderation workflows, approvals log, dashboards, and refresh roadmap.
Build & Own Your Creator Offer Platform
A white‑label partner & offer management layer: route audience intent into the right bundles, services or sponsorship paths. Capture context, compound leverage, and negotiate from data - not guesswork.
- Structured intake & dynamic offer routing
- Partner asset & bundle lifecycle management
- Conversion + engagement analytics loop
- Expansion spine: multi‑creator / multi‑vertical ready
Who it's for: Established or fast-rising creators with fragmented sponsorship links, service offers, or partner relationships looking to consolidate leverage & increase blended RPM.
Rollout Phases
- Intent intake + offer routing
- Partner & bundle CMS
- Analytics + optimization loop
- Replication / multi‑creator expansion
Operational Domain Intelligence Layer
Custom MCP server plus the data loop behind it. Clean structured data, small focused tools, quality checks, and automatic refresh so answers stay useful.
- Plan data before code sprawl
- Only the tools you need first
- Simple tests catch bad changes
- Auto refresh keeps answers current
Who it's for: Teams needing a durable, auditable AI layer: research, compliance, market intel, operations or planning domains where grounded answers matter.
Early Spine Contents
- Domain schema + seed dataset
- Core tools (search + fetch)
- Eval scaffolding + metrics
- Refresh automation
Ready to Build Your Product?
Describe where you are (idea, MVP, scale, AI feature expansion) - we'll map a technical path that ships and scales cleanly.
