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AI MVP Development
AI-powered products designed to validate ideas quickly while staying stable enough for real users, investors, and team handoff.
⚡ AI Product Engineer · Python · FastAPI · Next.js · MVP to Production
Building AI-powered products from MVP to production.
Got an AI product idea you want to validate quickly — or a prototype that’s ready to grow into something more? I work with startup founders and small teams to build AI-powered products that actually make it to production. Not just a demo that falls apart under pressure, but something investors can see, customers can use, and your team can maintain and build on.
MVP to Production
Built for real users, not fragile demos
AI + SaaS Systems
RAG, workflows, internal tools, and product platforms
Full-Stack Delivery
Architecture, integrations, deployment, and handoff
What I build
Services built around AI products, SaaS, and production-ready systems
I help startup founders and growing teams turn ideas into real v1 products with the architecture, integrations, and delivery structure needed to reach production.
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SaaS Product Engineering
From onboarding and auth to dashboards, billing, admin tools, and analytics, I build the systems real SaaS products need.
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RAG & Knowledge Systems
End-to-end document-heavy AI systems with ingestion, chunking, embeddings, retrieval, citations, and evaluation pipelines.
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Automation & Integrations
Reliable multi-step workflows, third-party APIs, webhooks, CRMs, payments, and event-driven backend systems.
Core stack
Tech stack aligned with your strongest Upwork positioning
Centered around AI product delivery, modern web engineering, backend systems, integrations, vector databases, and production deployment.
Frontend
UI / product
React
Next.js
TypeScript
TailwindBackend
APIs / services
Python
FastAPI
Node.js
REST
GraphQL
WebhooksAI & Retrieval
RAG / LLM
RAG
Embeddings
pgvector
PineconeData & Infra
deploy / ops
Postgres
Redis
MongoDB
Docker
AWS
GCP
Vercel
CI/CD
Make
Zapier
n8n
Featured work
Featured project
Deputy T. Cole
Built an AI chatbot for Texas law enforcement that helps officers consult on report writing and tighten up narratives. The assistant is intentionally rough around the edges — helpful, blunt, and oddly fun to talk to — while still being practical inside real workflow scenarios.
Focus: reducing CJI exposure with placeholder-first workflows, supporting voice-based drafting, keeping drafts inside a secure 8-hour window, and making narrative cleanup easier for officers.
FotoBox AI
I’ve been building FotoBox AI for ecommerce sellers who want clean, professional product images without fighting with Photoshop. Users can snap or upload a photo, then use AI for background removal, lifestyle scenes, mockups, and quick listing-ready edits.
Focus: speed, consistency, and fewer headaches for sellers. Built around simple before/after improvement workflows and AI-generated lifestyle scenes.
Industry exposure
Industries reflected in your Upwork profile
These industry blocks now mirror the sectors and product categories highlighted in your Upwork overview.
Core sectors
Healthcare
Real estate
Finance
Education
Data-heavy product areas
Research systems
Knowledge platforms
Document-heavy apps
Sports analytics
Business platforms
SaaS
Internal tools
Operations platforms
Marketplaces
How I work
A process aligned with how you work on Upwork
This section mirrors the process in your Upwork overview: define the real v1, deliver in clear milestones, and build with clean production foundations.
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Define the right v1
Before writing code, I focus on what the product actually needs to do so time and budget aren’t wasted on premature complexity.
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Deliver in clear milestones
I structure delivery so clients always know what’s in progress, what’s complete, and what comes next.
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Build for handoff and growth
I focus on clean architecture, secure defaults, monitoring, documentation, deployment support, and a practical path to v2.
Certifications
Credentials that support your Upwork positioning
A focused certifications section helps reinforce technical credibility when prospects review your portfolio alongside your Upwork proposals.
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Back-End Development Certification
Boot.dev certificate covering backend development fundamentals and practical software engineering concepts relevant to production-focused product work.
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React Certification
Verified Credly badge demonstrating React knowledge and modern frontend proficiency relevant to product-focused web development.