Senior judgment + AI-native execution

From traditional full-stack work to AI-native systems engineering

I started as a traditional full-stack developer, building websites, dashboards, APIs, business tools, WordPress and WooCommerce projects, Laravel apps, React interfaces, Node.js backends, payment flows, mobile features, and client systems.

For a long time, I mostly stayed inside stacks and project structures I already understood. AI gave me a new learning loop: I could enter unfamiliar codebases, ask better questions, test ideas, compare options, and turn difficult roadmaps into smaller engineering decisions.

Today I use Codex, Claude, ChatGPT, Cursor, and similar tools as a disciplined engineering workflow. I control the architecture, sequence, boundaries, safety rules, verification, and final judgment while using AI-native leverage to execute complex product layers end-to-end.

Foundation

Traditional full-stack production work across websites, APIs, dashboards, business tools, mobile features, and payments.

Learning Loop

ChatGPT turned blockers into a faster cycle of asking, testing, correcting, comparing, and learning.

Agentic Engineering

Claude and Codex now support repo inspection, architecture planning, implementation phases, docs, tests, and verification.

Complex systems I build

I am most useful when a product has multiple layers that must work together cleanly: AI workflows, backend state, APIs, payments, data, automation, operator tooling, and user-facing product surfaces.

Agents01

AI Agents & Tool-Using Workflows

Production agents with tools, memory boundaries, guardrails, retries, human review points, and observability.

RAG02

RAG & Grounded LLM Systems

Document and product knowledge systems with ingestion, chunking, vector search, citations, refusal behavior, evaluation, and diagnostics.

Payments03

Payments, Fintech & Stripe Systems

Subscriptions, Connect, payouts, webhooks, idempotency, reconciliation, audit trails, and operator visibility.

Web304

Ethereum & Web3 Product Logic

Solidity, Foundry/Hardhat, ERC-4337, smart accounts, escrow, settlement flows, wallet/auth integration, and offchain orchestration.

SaaS05

SaaS & Internal Operations Platforms

Multi-tenant systems, admin dashboards, workflow automation, reporting, background jobs, and data pipelines.

Hardening06

Rescue, Refactor & Production Hardening

Stabilizing fragile systems, fixing payment and webhook failures, improving architecture, and reducing regression risk.

Case Studies

Each case study highlights the systems/layers coordinated, what made the build complex, and the production concerns handled across AI, Web3, payments, data, and product surfaces.

Case study

AI Ad Studio

Short-form product ad generation platform

End-to-end workflow: brief → concepts → previews → controlled render batches → review → canonical winner → promotion → deliveryWinner-only public campaign pages and structured delivery workspacesProduction-safe approvals, review gates, and export handoff

Premium, constrained ad-generation system for product marketing teams, ecommerce brands, app founders, and agencies. Focused on a single high-quality workflow from brief to canonical export and delivery.

Complexity

Brief → generation → review → approvals → rendering → export → delivery surfaces.

My role

Architecture, implementation sequencing, AI workflow design, backend/product integration, documentation, and verification.

Systems/layers coordinated

  • Next.js product UI
  • Supabase state
  • OpenAI concept workflow
  • Runway render jobs

Production concerns

Approval gatestoken-gated deliveryrender status consistencyaudit-friendly workflow records
Next.jsTypeScriptSupabaseRunwayOpenAIR2Monorepo
Read case study
GitHub ↗

Case study

Stealth Trails Bank

DeFi banking platform on Ethereum

Real deposit intent workflow with operator review and worker executionDurable audit trails for money-state transitionsSeparation of customer web, API, and internal operator/worker paths

Monorepo for a blockchain-backed banking platform moving from prototype flows into a production-grade system for deposits, wallets, and auditability.

Complexity

Customer deposit intent → operator review → worker execution → onchain broadcast → audit and repair paths.

My role

System architecture, money-state workflow design, backend implementation, operator paths, documentation, and runbooks.

Systems/layers coordinated

  • Customer web
  • API state model
  • operator review
  • background workers

Production concerns

Audit trailsoperator controlbroadcast failure handlingwallet projection repair
Next.jsTypeScriptPrismaPostgreSQLEthereumDeFi
Read case study
GitHub ↗

Case study

AvatarKit AI

Consent-first business avatar platform

Phase 4 complete: auth, workspaces, avatar drafts, source photos, consent, and identity-safety acceptanceWorkspace-scoped Avatar Studio with protected routes, role-aware access, and setup checklist stateClean monorepo boundary for web, API, widget, Python AI/runtime services, and future provider integrations

Phase-driven SaaS foundation for business avatar infrastructure: workspace-scoped creation, source-photo validation, consent records, and a provider-ready architecture for future talking avatar runtimes.

Complexity

Workspace auth, source-photo validation, consent state, avatar drafts, future AI/runtime boundaries, and provider-ready services.

My role

Monorepo architecture, phase sequencing, product state modeling, auth/workspace implementation, and safety guardrails.

Systems/layers coordinated

  • Next.js dashboard
  • API foundation
  • Prisma schema
  • private media storage

Production concerns

Workspace isolationidentity safetyconsent recordsphase guardrails
Next.jsTypeScriptPrismaPostgreSQLRedisFastAPITurborepoDocker
Read case study
GitHub ↗

Case study

Milestone Escrow

Base · ERC-4337 · NestJS · Solidity

WorkstreamEscrow contract: milestones, disputes, resolution, refundsNestJS API: OTP/JWT sessions, SIWE wallet flow, escrow gateway + receiptsPostgres persistence, IP-aware OTP throttling, compliance policy package

Production-oriented foundation for a Base-native milestone escrow: smart-account onboarding, programmable milestone release, disputes, and compliance-aware workflows—engineered as a serious monorepo, not a wallet demo.

Complexity

Smart contracts, ERC-4337 onboarding, web2 auth, wallet proofs, escrow state, compliance rules, and admin workflows.

My role

Contract/product architecture, API orchestration, auth and wallet flow design, implementation sequencing, tests, and runbooks.

Systems/layers coordinated

  • Solidity contracts
  • NestJS API
  • Next.js apps
  • Postgres persistence

Production concerns

Escrow lifecycle integrityreceipt persistencereplay-safe sessionsrefund/dispute paths
SolidityFoundryNestJSTypeScriptBasePostgreSQLERC-4337pnpm
Read case study
GitHub ↗

Case study

VoiceCrunch AI

Speech Analytics Platform

Searchable call-review workflow40+ smart criteria across sentiment, silence and talk dynamicsFlexible monthly and PAYG pricing for call analysis

AI-powered speech analytics platform that scans recorded calls for keywords, phrases, sentiment and conversational patterns, then transcribes and translates key moments.

Complexity

Recorded-call ingestion, transcription, analytics criteria, search, alerting, dashboards, and pricing workflows.

My role

Product architecture, backend workflow design, analytics surface planning, and integration strategy.

Systems/layers coordinated

  • Audio ingestion
  • speech-to-text
  • NLP analytics
  • dashboards

Production concerns

Transient processingconnector normalizationsignal traceabilityusage-based pricing
Speech-to-textNLPSentimentDashboards
Read case study

Case study

Deep Research Agent

Python + LangChain + LangGraph

Deterministic, reproducible research runsURL + document ingestion (HTML, PDF, DOCX, TXT, MD, CSV)Traceable artifacts for every run

Production-grade deep research agent that plans, fetches, and writes structured reports from URLs and documents with strict guardrails.

Complexity

Planning, URL/document ingestion, guarded fetches, artifact generation, retries, and reproducible research reports.

My role

Agent architecture, LangGraph workflow design, tool boundaries, artifact model, guardrails, and verification commands.

Systems/layers coordinated

  • Python runtime
  • LangChain/LangGraph
  • fetch tools
  • document parsers

Production concerns

Timeoutssource capsretry limitsdeterministic artifacts
PythonLangChainLangGraphOpenAIFastAPI
Read case study
GitHub ↗

Case study

OpenClaw DocOps Agent

Node.js + TypeScript + OpenAI + Qdrant

Deterministic PDF ingestion into QdrantGrounded Q&A with citations and refusal guardrailsOps-ready doc lifecycle and diagnostics

DocOps automation agent for production-grade document ingestion, grounded Q&A with citations/refusals, and an audit harness for evaluation.

Complexity

PDF ingestion, deterministic chunking, embeddings, Qdrant lifecycle ops, grounded answering, refusals, and audit harnesses.

My role

RAG architecture, ingestion implementation, retrieval debugging, answer policy design, diagnostics, and docs.

Systems/layers coordinated

  • Node.js CLI/API
  • OpenAI embeddings
  • Qdrant Cloud
  • document registry

Production concerns

Deterministic chunk IDscitation behaviorrefusalsrebuild/delete safety
TypeScriptNode.jsOpenAIQdrantOpenClaw
Read case study
GitHub ↗

Case study

AI-Powered Video Editing Pipeline

Python + Remotion · VO → YouTube

Dual-stack: Python (WhisperX, LLM, asset sourcing) + Remotion (React/TS) for renderingEDL JSON pivot format connecting intelligence and compositingAnimated subtitles, overlays, transitions, audio ducking, -14 LUFS

Takes a single voiceover audio file (and optional script) and produces a fully edited YouTube video at professional quality. Target format: VO + B-roll documentary style (Johnny Harris, Veritasium, ColdFusion). Handles 10 minutes to 1 hour.

Complexity

Voiceover → transcript → LLM analysis → EDL JSON → asset sourcing → Remotion render → FFmpeg final output.

My role

Pipeline architecture, EDL contract design, Python/Remotion coordination, production rules, docs, and verification.

Systems/layers coordinated

  • WhisperX
  • LLM analysis
  • asset sourcing
  • Remotion

Production concerns

Editable artifactscache/deduplicationloudness targetsrender reproducibility
PythonWhisperXLLMRemotionReactTypeScriptFFmpegEDL JSON
Read case study

Case study

CrimeStats.co.nz

Python/FastAPI + Next.js

Fast APIs via cachingSEO at scaleAutomated ingest pipeline

Crime analytics platform for New Zealand with automated police data ingestion and safety scoring.

Complexity

Public data ingestion, geospatial normalization, scoring, cache layers, API performance, and SEO-scale page generation.

My role

Data pipeline architecture, backend/API implementation, scoring integration, caching, and product surface delivery.

Systems/layers coordinated

  • FastAPI
  • Supabase
  • Redis
  • GeoPandas/Shapely

Production concerns

Idempotent ingestionfairness controlscache strategystructured SEO
PythonFastAPINext.jsSupabaseRedis
Read case study

Case study

Flowestate.co.nz

React + NestJS + Supabase

Secure RBAC/ABACWorkflow automationPDF/CSV reporting

Comprehensive dashboard system for law firms, lawyers, and executors managing estates.

Complexity

Legal estate roles, RBAC/ABAC, matter integrations, document workflows, reporting, and role-specific dashboards.

My role

Full-stack architecture, backend module design, dashboard delivery, workflow automation, and reporting surfaces.

Systems/layers coordinated

  • React UI
  • NestJS API
  • Supabase RLS
  • legal integrations

Production concerns

Record-level accessdocument accuracyrole boundariesworkflow automation
ReactNestJSSupabaseTypeScript
Read case study

Case study

Cetirc

Flutter App for German Businesses

Stripe Connect payoutsEnterprise securityRAG support chat

Mobile app enabling Stripe payments and payouts with enterprise-grade security.

Complexity

Mobile payments, Stripe Connect, encrypted identity documents, OTP/JWT auth, webhooks, payouts, and RAG support chat.

My role

Mobile/backend integration, payment workflow design, webhook hardening, auth/security implementation, and AI support integration.

Systems/layers coordinated

  • Flutter app
  • Node.js API
  • Stripe Connect
  • AWS SNS/SES

Production concerns

Webhook idempotencydocument encryptionOTP rate limitspayout state integrity
FlutterNode.jsStripeAWSOpenAI
Read case study
App Store ↗

Upwork Work History

Full Upwork contract history with year-by-year breakdown across payments, SaaS platforms, mobile apps, and modern AI integrations.

Full Contract History

Every contract from my Upwork account history, grouped by year.

Showing 168 projects • $174,978.07 total
20263 projects
$2K+0 hrs
ProjectRatingDatesAmountTypeHours
AI-Powered Automated Video Production Agent5.0Mar 6, 2026 - Mar 14, 2026$1,800.00Fixed
Fix Webhook and Payment Stripe/Nodejs Full-Stack5.0Jan 8, 2026 - Jan 10, 2026$160.00Fixed
Webhook issue for POS payments, Nodejs, TypeScript5.0Jan 2, 2026 - Jan 3, 2026$160.00Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

202536 projects
$30K+776 hrs
ProjectRatingDatesAmountTypeHours
Website Integration Project5.0Sep 16, 2025 - Dec 10, 2025$5,641.66$25.00/hr226
Backend development for MVP5.0May 27, 2025 - Dec 10, 2025$8,410.00$20.00/hr420
Flutter App Optimizations, Getx Navigation Stack5.0Jul 12, 2025 - Jul 18, 2025$440.00Fixed
Twilio API Issue in Flutter and Node.js5.0Jul 8, 2025 - Jul 12, 2025$240.00Fixed
Stripe Payment SDK Update & Stripe Payout API Fix5.0Jul 3, 2025 - Jul 4, 2025$180.00Fixed
Email Delivery via AWS SQS & SES + Flutter updates5.0Jul 2, 2025 - Jul 3, 2025$320.00Fixed
POS WiFi & Custom Controls + Next.js Updates5.0Jun 27, 2025 - Jul 1, 2025$210.00Fixed
Stripe webhook updates, IAM AWS Role with Node.js5.0Jun 18, 2025 - Jun 18, 2025$100.00Fixed
OpenAI & RAG chat issues, Auth, Next/Node/Flutter5.0Jun 12, 2025 - Jun 17, 2025$460.00Fixed
Nextjs website updates & Flutter App Face-ID issue5.0Jun 7, 2025 - Jun 10, 2025$100.00Fixed
physician job board website2.6May 14, 2025 - Jun 7, 2025$1,890.00$20.00/hr94
Bolt / Supabase / Auth Assistance5.0May 20, 2025 - May 27, 2025$200.00Fixed
SaaS Auth/Payment Setup – Final Stage Dev Support5.0May 7, 2025 - May 13, 2025$483.00Fixed
Flutter In-App Update, API Fix & SSL Setup Node.js5.0May 5, 2025 - May 8, 2025$300.00Fixed
Flutter - Save PDF, Camera, POS Stripe Payment Fix5.0Mar 26, 2025 - Mar 27, 2025$180.00Fixed
Flutter: Apple & Google Auth Integration Fixes5.0Mar 24, 2025 - Mar 25, 2025$120.00Fixed
AI-Optimized Palm Image Sync in POS App to Node.js5.0Mar 22, 2025 - Mar 25, 2025$200.00Fixed
Flutter App: UI/UX Fixes & EN–DE Localization5.0Mar 21, 2025 - Mar 22, 2025$400.00Fixed
POS Android App – Stripe Integration Fixes5.0Mar 8, 2025 - Mar 9, 2025$200.00Fixed
Transaction PDF Receipts (Wise/Revolut-Style)5.0Mar 1, 2025 - Mar 3, 2025$320.00Fixed
NextJS Dashboard Fixes, APIs Integration, JWT AUTH5.0Feb 26, 2025 - Mar 1, 2025$500.00Fixed
Next.js Multi-Domain Setup, i18n, Flutter changes5.0Feb 21, 2025 - Feb 24, 2025$600.00Fixed
AWS server upgrade, Flutter issues, Authentication5.0Feb 18, 2025 - Feb 20, 2025$300.00Fixed
Stripe Connect APIs Onboarding, WebID, Compliance5.0Feb 10, 2025 - Feb 18, 2025$3,400.00Fixed
OpenAI Chat Support in Flutter + UI + Backend5.0Jan 31, 2025 - Feb 10, 2025$840.00Fixed
Integrate Cetirc Payment System for Businesses5.0Jan 28, 2025 - Jan 30, 2025$500.00Fixed
CI/CD Setup, Biometrics Login, Flutter UI updates5.0Jan 20, 2025 - Jan 28, 2025$500.00Fixed
Passcode local authentication system in Flutter5.0Jan 28, 2025$100.00Fixed
Google Maps Caching, Preloading Screens in Flutter5.0Jan 24, 2025 - Jan 28, 2025$600.00Fixed
Flutter changes, Emails, iOS Optimization, Maps5.0Jan 12, 2025 - Jan 20, 2025$300.00Fixed
Event-Triggered Notifications Nodejs, SES AWS5.0Jan 16, 2025 - Jan 20, 2025$400.00Fixed
Flutter, NextJs, NodeJs, AWS Full Stack5.0Jan 1, 2025 - Jan 13, 2025$720.00$20.00/hr36
SEPA Direct Payments, Stripe APIs, Flutter UI5.0Jan 12, 2025$480.00Fixed
Stripe connect onboarding and Stripe Cards Element5.0Dec 27, 2024 - Jan 6, 2025$120.00Fixed
AWS server setup5.0Dec 29, 2024 - Jan 6, 2025$200.00Fixed
Flutter changes, UI Updates, Directions etc5.0Dec 31, 2024 - Jan 6, 2025$160.00Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

202412 projects
$9K+460 hrs
ProjectRatingDatesAmountTypeHours
Push + Real time notifications in Flutter5.0Nov 29, 2024 - Dec 26, 2024$250.00Fixed
Android POS Palm Vein/Card Scan, NFC Registration5.0Dec 16, 2024 - Dec 26, 2024$600.00Fixed
Integrate stripe connect into Flutter5.0Nov 21, 2024 - Dec 9, 2024$500.00Fixed
Convert TypeScript Node REST APIs to ReactAdmin5.0Nov 2, 2024 - Nov 15, 2024$150.00Fixed
Payment APIs for POS in TypeScript - Stripe5.0Nov 7, 2024 - Nov 15, 2024$50.00Fixed
Flutter Add Stripe Card, Update Card - Stripe API5.0Nov 9, 2024 - Nov 15, 2024$50.00Fixed
You will get Full Stack React | Laravel | TypeScript | PHP | NodeJs | WordPress Expert5.0Oct 30, 2024 - Nov 2, 2024$299.00Fixed
Migrate old laravel to new hosting with database5.0Oct 12, 2024 - Oct 13, 2024$50.00Fixed
Ecommerce Web App & Mobile App Development with Cryptocurrency Integration5.0Sep 30, 2024 - Oct 12, 2024$550.00Fixed
Full Stack Associate Developer5.0May 18, 2024 - Sep 4, 2024$2,820.00$15.00/hr282
Booking Core PHP Project5.0May 19, 2024 - Jul 25, 2024$201.67$10.00/hr20
Build API & Simple Reporting Module (PHP Laravel Spark Application)Jul 5, 2023 - Jan 12, 2024$3,166.67$20.00/hr158

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

20233 projects
$25K+1,262 hrs
ProjectRatingDatesAmountTypeHours
Seeking Skilled Laravel Developer for Filament-based Project!5.0Apr 3, 2023 - Nov 17, 2023$25,240.00$20.00/hr1,262
PHP and csv scriptMay 16, 2021 - Aug 4, 2023$100.00Fixed
Shopify search optimizationJun 17, 2021 - Aug 4, 2023$100.00Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

20222 projects
$169.24+16 hrs
ProjectRatingDatesAmountTypeHours
Looking for a PHP expert5.0Aug 16, 2022 - Aug 16, 2022$19.24$20.00/hr1
Create appealing Landingpage (Wix)Mar 6, 2021 - Mar 25, 2022$150.00$10.00/hr15

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

20211 projects
$285.00+0 hrs
ProjectRatingDatesAmountTypeHours
Wordpress & API Integrations5.0May 6, 2021 - May 10, 2021$285.00Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

202012 projects
$9K+462 hrs
ProjectRatingDatesAmountTypeHours
Need to Add Image Upload Form to Laravel Spark AppMay 5, 2020 - Nov 9, 2020$400.00$20.00/hr20
Phase 2 Modification and Development of Laravel ProjectMay 7, 2020 - Nov 9, 2020$450.00Fixed
WP Developer needed to help support multi-languages website asapMay 7, 2020 - Nov 9, 2020$400.00$20.00/hr20
Updates to Laravel appMay 26, 2020 - Nov 9, 2020$1,220.00$20.00/hr61
Re-Design of my WebsiteFeb 24, 2019 - May 14, 2020$472.00Fixed
Remove hack on siteFeb 18, 2020 - May 14, 2020$300.00Fixed
Developer needed for modification of Open Source Laravel Project5.0Apr 29, 2020 - May 14, 2020$200.00Fixed
Laravel, Adsense, Countly, Heroku and AWSOct 27, 2018 - May 14, 2020$3,885.00$15.00/hr259
Complete Website migration from Wordpress to BluehostFeb 2, 2020 - Apr 15, 2020$50.00Fixed
Experience LARAVEL Developer5.0Feb 22, 2020 - Mar 18, 2020$1,530.00$15.00/hr102
Logo to Site5.0Feb 5, 2020 - Feb 6, 2020$35.00Fixed
Assistance Updating/Creating Website Through Wordpress5.0Feb 2, 2020 - Feb 4, 2020$55.00Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

20198 projects
$39K+733 hrs
ProjectRatingDatesAmountTypeHours
Construct Website with Template5.0Oct 9, 2019 - Nov 5, 2019$850.00Fixed
Music PlatformSep 10, 2018 - May 17, 2019$16,000.00Fixed
Remaining of March with CapnotchApr 1, 2019 - May 17, 2019$6,100.00Fixed
Urgent Angular site work5.0Dec 18, 2018 - Apr 25, 2019$5,364.00$18.00/hr128
Laravel developer to join a International Team5.0Nov 30, 2017 - Apr 24, 2019$3,352.50$15.00/hr224
Laravel PHP Web Application Developer neededAug 29, 2017 - Apr 24, 2019$7,250.00$20.00/hr363
patch website and move to new hosting5.0Feb 6, 2019 - Feb 21, 2019$360.00$20.00/hr18
Fixing my Website Hacks5.0Feb 8, 2019 - Feb 13, 2019$100.00Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

201810 projects
$47K+2,218 hrs
ProjectRatingDatesAmountTypeHours
Build API & Simple Reporting Module (PHP Laravel Spark Application)5.0Aug 1, 2018 - Oct 8, 2018$1,860.00Fixed
Need a CTO for a startup5.0Jul 26, 2018 - Sep 7, 2018$7,200.00$100.00/hr232
App development for a Spotify third party app.5.0Jun 19, 2018 - Aug 14, 2018$100.00Fixed
Mobile Developer for Music Platform4.9Jan 3, 2018 - Jun 8, 2018$31,323.34$20.00/hr1,476
website upload, change logo and background etc.5.0Mar 16, 2018 - Mar 28, 2018$120.00Fixed
New Updates to InDev website5.0Jun 23, 2017 - Mar 15, 2018$4,360.01$10.00/hr419
WordPress Review Site NeededAug 8, 2017 - Feb 19, 2018$1,336.67$20.00/hr67
make button updates and links5.0Feb 16, 2018 - Feb 17, 2018$25.00Fixed
Upload website, add logo, change color, add video5.0Jan 29, 2018 - Feb 2, 2018$100.00Fixed
Laravel/VueJS Back end Developer5.0Aug 12, 2017 - Jan 23, 2018$238.33$10.00/hr24

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

201722 projects
$7K+605 hrs
ProjectRatingDatesAmountTypeHours
Laravel Developer required for couple of projects5.0Jun 16, 2017 - Dec 14, 2017$475.00Fixed
Wordpress: Simple install, modifications, and content entry for premium WP template (X-Theme and/or Avada)4.5Jun 18, 2016 - Dec 12, 2017$653.33$5.00/hr131
WordPress blog Designs5.0Nov 4, 2017 - Nov 4, 2017$50.00Fixed
PHP developer with Codeigniter experience.5.0Aug 21, 2017 - Oct 18, 2017$25.00Fixed
Google Analytics Embed API Dashboard in Laravel5.0Aug 13, 2017 - Oct 16, 2017$110.00$10.00/hr11
PHP to Laravel,vue.js rewrite of eCommerce moduleJun 15, 2017 - Sep 12, 2017$500.00Fixed
Laravel developer to both assist and develop on a project the coming monthsApr 23, 2017 - Sep 5, 2017$320.00$20.00/hr16
Wordpress Website UpgradeApr 21, 2017 - Sep 5, 2017$90.00Fixed
Laravel and VueJS/Angular Back end Developer for a Movie Database5.0Jul 13, 2017 - Aug 8, 2017$296.67$10.00/hr30
Laravel Developer5.0Jul 4, 2017 - Aug 2, 2017$130.00$10.00/hr13
Restoring website5.0Jul 31, 2017 - Jul 31, 2017$50.00Fixed
required wordpress wizardJan 3, 2017 - Jun 13, 2017$10.00Fixed
Laravel Developer required for couple of projectsJun 7, 2017 - Jun 12, 2017$80.00$10.00/hr8
Need to add a blog to OptimizePress site on Wordpress5.0May 31, 2017 - Jun 1, 2017$20.00Fixed
fix wordpress5.0May 31, 2017 - May 31, 2017$20.00Fixed
Wordpress development for a website with AVADA themeFeb 5, 2017 - Apr 23, 2017$50.00Fixed
clone site and put on new domain5.0Apr 1, 2017 - Apr 21, 2017$60.00Fixed
WordPress Plugin Conflict Fix5.0Apr 4, 2017 - Apr 4, 2017$20.00Fixed
mobile website5.0Mar 13, 2017 - Apr 1, 2017$200.00Fixed
Need Wordpress Site fixed5.0Mar 31, 2017 - Mar 31, 2017$50.00Fixed
WordPress Work5.0Mar 17, 2017 - Mar 17, 2017$20.00Fixed
Laravel Work5.0Aug 23, 2016 - Feb 7, 2017$3,956.69$10.00/hr396

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

201623 projects
$3K+0 hrs
ProjectRatingDatesAmountTypeHours
small fixes to wordpress5.0Nov 19, 2016 - Dec 1, 2016$50.00Fixed
Add-Resellers and referralCANDYSep 29, 2016 - Nov 6, 2016$25.00Fixed
Need a website designed in Wordpress, Drupal or Joomla for a food Takeaway business5.0Aug 20, 2016 - Sep 22, 2016$400.00Fixed
Website building5.0Jun 21, 2016 - Aug 27, 2016$501.01Fixed
WordPress Site Redesign / WordPress to Moblle Site Design5.0Jun 21, 2016 - Aug 15, 2016$205.00Fixed
Replicate Joomla functionality on Wordpress5.0Aug 4, 2016 - Aug 8, 2016$100.00Fixed
add buttom and fix revslider5.0Jul 24, 2016 - Aug 2, 2016$20.00Fixed
Talented Wordpress Divi Theme Designer Needed4.5Jul 5, 2016 - Jul 22, 2016$100.00Fixed
Simple Wordpress in x-theme using parallax!5.0Jul 9, 2016 - Jul 15, 2016$325.00Fixed
Create a site using Pagecloud4.6Jun 15, 2016 - Jun 23, 2016$50.00Fixed
Easy Job: Download a Wordpress template from website to put on another domain5.0Jun 10, 2016 - Jun 11, 2016$10.00Fixed
Experienced CSS Coder Required5.0Feb 29, 2016 - Mar 20, 2016$100.00Fixed
Fix website make hack free5.0Mar 10, 2016 - Mar 10, 2016$135.00Fixed
Transfer site from wordpress.com to wordpress.org5.0Mar 6, 2016 - Mar 7, 2016$100.00Fixed
Wordpress layout Build - with template5.0Feb 1, 2016 - Feb 29, 2016$80.00Fixed
Fixing website5.0Feb 17, 2016 - Feb 18, 2016$75.00Fixed
Wordpress layout Build with template - EDG5.0Feb 16, 2016 - Feb 16, 2016$100.00Fixed
Update website5.0Jan 28, 2016 - Feb 7, 2016$50.00Fixed
Wordpress layout updates5.0Jan 28, 2016 - Feb 1, 2016$50.00Fixed
Designing a Wordpress website for a foundation for horses and kids with autismSep 29, 2015 - Jan 18, 2016$100.00Fixed
Online Store For Spanish WebsiteNov 6, 2015 - Jan 18, 2016$70.00Fixed
Wordpress layout updatesOct 14, 2015 - Jan 18, 2016$30.00Fixed
Simple bilingual Wordpress website with events calendarOct 3, 2015 - Jan 18, 2016$150.00Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

201523 projects
$2K+0 hrs
ProjectRatingDatesAmountTypeHours
Wordpress website problem5.0Nov 26, 2015 - Nov 26, 2015$5.00$10.00/hr
Spanish Website5.0Aug 2, 2015 - Nov 4, 2015$150.00Fixed
Wordpress Blog Design4.9Jul 22, 2015 - Jul 31, 2015$300.00Fixed
Simple Wordpress for Contacts, Companies and Products pages5.0Jul 18, 2015 - Jul 26, 2015$100.00Fixed
Upload graphic design on website5.0Jul 9, 2015 - Jul 14, 2015$10.00Fixed
Minor updates to WordPress - Security, etc5.0Jul 8, 2015 - Jul 11, 2015$20.00Fixed
Basic info splash page and contact page with calendar interface5.0Jun 22, 2015 - Jul 7, 2015$175.00Fixed
Transfering domains to Bluehost5.0Feb 18, 2015 - Jun 2, 2015$40.00Fixed
Develop real estate website5.0Feb 11, 2015 - May 22, 2015$450.00Fixed
Need Wordpress Expert to Re-Design Our 2 WebsitesFeb 11, 2015 - Apr 23, 2015$200.00Fixed
Short wordpress job ftp/back end needed5.0Apr 8, 2015 - Apr 8, 2015$10.00Fixed
Travel Agency Wordpress Web DesignJan 3, 2015 - Apr 3, 2015$90.00Fixed
Wordpress pro to complete my website start immediately - re-posting5.0Mar 9, 2015 - Mar 22, 2015$100.00Fixed
Need to fix Wordpress site - plugins all deactivated5.0Mar 1, 2015 - Mar 1, 2015$50.00Fixed
Redesign website5.0Feb 23, 2015 - Feb 28, 2015$200.00Fixed
convert drupal site to wordpress5.0Dec 30, 2014 - Feb 21, 2015$85.00Fixed
Redesign New ECommerce Site with CustomizationJan 3, 2015 - Feb 17, 2015$81.00Fixed
Move Domain5.0Jan 29, 2015 - Jan 29, 2015$27.00Fixed
Need a Graphic Designer to Help me Modify the Look of my current Website5.0Jan 7, 2015 - Jan 20, 2015$135.00Fixed
Basic info splash page and contact page5.0Jan 11, 2015 - Jan 16, 2015$99.00Fixed
Wordpress site needed for Personal Brand5.0Jan 3, 2015 - Jan 5, 2015$45.00Fixed
Worpress Guy needed5.0Dec 30, 2014 - Jan 3, 2015$18.00Fixed
Redesign New Beauty Wordpress SiteDec 24, 2014 - Jan 2, 2015$67.50Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

201413 projects
$654.78+23 hrs
ProjectRatingDatesAmountTypeHours
Website Hosted on Drupal Needs Transferred to Bluehost5.0Dec 24, 2014 - Dec 30, 2014$14.40$8.00/hr2
Can you help fInish Wordpress Website? Divi theme5.0Dec 23, 2014 - Dec 27, 2014$27.00Fixed
Re-design a website, make website tablet & phone friendly5.0Dec 12, 2014 - Dec 26, 2014$81.00Fixed
Completely Redesign Wordpress Site5.0Dec 24, 2014 - Dec 24, 2014$72.00Fixed
Wordpress Transfer Post to New Pages5.0Dec 23, 2014 - Dec 23, 2014$45.01Fixed
Final Phase of Gecko4.7Oct 20, 2014 - Oct 29, 2014$46.20$8.55/hr6
Login page and setup wordpress theme5.0Oct 12, 2014 - Oct 20, 2014$135.00Fixed
Installing wordpress theme5.0Sep 23, 2014 - Sep 28, 2014$22.50Fixed
Wordpress Ecommerce Site Built with cartAug 7, 2014 - Sep 24, 2014$90.00Fixed
Re-produce a site in Wordpress5.0Sep 4, 2014 - Sep 9, 2014$58.67$4.44/hr15
Re-produce a site in Wordpress5.0Sep 2, 2014 - Sep 4, 2014$36.00Fixed
Drupal website5.0Jul 18, 2014 - Jul 26, 2014$18.00Fixed
Small task5.0Jul 19, 2014 - Jul 20, 2014$9.00Fixed

Hour totals only exist for hourly contracts (fixed price jobs don't report hours).

168 contracts across 20142026, totaling 6,555 billed hours and an average rating of 4.97/5 on 136 rated contracts.

How I work with Codex/Claude orchestration

I do not use AI as blind code generation. I use it as a structured engineering workflow around senior judgment: understand the system, define the architecture, implement in safe slices, document decisions, verify behavior, and leave the codebase easier to continue.

01

Problem model

Clarify goals, constraints, users, data, money and state transitions, edge cases, and what failure looks like.

02

Architecture before implementation

Define boundaries, data flow, APIs, state models, auth, background jobs, payment/webhook behavior, and integration risks.

03

AI-native execution plan

Use Codex/Claude to inspect the repo, identify conventions, plan safe implementation slices, and sequence work without breaking existing paths.

04

Implementation in controlled layers

Build frontend, backend, agents, contracts, payments, workers, and integrations in small verifiable slices rather than chaotic rewrites.

05

Verification and hardening

Run typechecks, linting, builds, tests, smoke tests, webhook simulations, contract tests, and manual acceptance flows where needed.

06

Documentation and handoff

Leave architecture notes, runbooks, state docs, verification commands, and next-step context so the project can continue cleanly.

Skills & Stack

13+ years · Agents, RAG, Payments, Web3, Full-Stack

CoreProficientFamiliar

AI & LLM

Core focus
OpenAI / GPT-4oAI AgentsLangChainLangGraphRAGPrompt EngineeringEmbeddingsQdrant / PineconeCrewAIWhisperXGuardrails & Cost Controln8nZapier

Web3 & Blockchain

Core focus
SolidityEthereumFoundryBase (L2)ERC-4337HardhatEthers.jsDeFiSIWESmart AccountsWagmi

Backend

Node.jsTypeScriptNestJSFastAPIPythonExpress.jsREST & GraphQLServerless

Frontend

Next.jsReactTypeScriptTailwindReduxFramer Motionshadcn/ui

Data & Storage

PostgreSQLSupabaseRedisPrismaDrizzleQdrantMongoDB

Payments

Stripe ConnectWebhooksPayoutsSubscriptionsIdempotencyPayPalPaddle

DevOps & Cloud

DockerGitHub ActionsAWSGCPVercelNginxRenderPM2

Mobile

FlutterDartPush NotificationsIn-App PurchasesApp Store / Play Store

About Me

AI-Native Systems Engineer combining 13+ years of full-stack production experience with Codex/Claude orchestration to build complex AI, SaaS, payment, fintech, and Web3 products.

$175K+
Total earnings
4.97/5
Avg rating
168
Contracts
6,555+
Total hours
0–4 hrs
Avg response
30+ hrs/week
Availability
Long-form background

My engineering transformation

A ladder-style story from traditional full-stack delivery into AI-native systems engineering with Claude and Codex.

13+ yearsStructured promptsAgentic workflowCodex/Claude orchestration

I started in the traditional way: websites, dashboards, APIs, business tools, WordPress, WooCommerce, Laravel, React, Node.js, payment flows, mobile features, and client systems. I was capable of delivering real work, but I mostly stayed inside stacks and project structures I already understood. Simple and straightforward projects felt safer because large unfamiliar systems had too many layers, and learning them through the old path was slow and unclear. That phase still mattered. It taught me h...

Experience

AI-Native Systems Engineer | Agents, RAG, Payments, Fintech & Web3
2013 – Present
Upwork

Founder of 2 startups and former CTO. Building complex AI agents, RAG systems, SaaS platforms, payment workflows, data pipelines, and Web3 products for global clients.

Software Engineer
2020 – 2021
Delivery Hero Berlin

Built and maintained high‑performance delivery web experiences and backend services in a global org.

Remote CTO / Lead Engineer
2019 – 2020
Hello HD (EU Startup)

Owned outcomes: shipped MVP features, led remote delivery, and built systems that scaled with the team.

Education

National University of Sciences and Technology
Bachelor of Engineering (BEng), Software Engineering
2013 – 2017
Response time: typically 0–4 hours. Availability: 30+ hrs/week.