Edwin Genego

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Software, Web & AI Delivery

Software, Web, & AI Delivery

Independent senior developer shipping agency-grade platforms, automation & AI systems for emerging brands, creators, and small businesses that want enterprise polish without agency overhead. 8+ years across infrastructure, engineering & integration applied directly to your roadmap.

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Embedded Senior Delivery

Agency-Grade Builds for Lean Teams

I embed as your senior developer so you get agency-scale outcomes without the account layers. Architecture, implementation, and iteration stay in one conversation that keeps attention on shipping reliable software.

Since 2018 I've delivered Django platforms, systems integrations, and LLM-driven automation for small brands, creator-led companies, and boutique agencies that need dependable velocity - not bloated retainers.

SaaS & Product Teams

Add experienced architecture, delivery, and AI enablement without recruiting a full-time lead.

  • Clarify product architecture and unblock priority releases.
  • Stabilize integrations, performance, and instrumentation.
Creator-Led Brands

Expand digital products and automations with bespoke experiences instead of duct-taped tooling.

  • Ship membership hubs, paid experiences, and community workflows.
  • Automate marketing, email, and fulfillment touchpoints with guardrails.
Small Businesses & Ops Teams

Turn spreadsheet-driven workflows into reliable systems that scale with demand.

  • Unify data across CRM, fulfillment, and support tooling.
  • Automate recurring tasks, reporting, and approvals.
Boutique Agencies

Partner quietly on client builds when you need senior firepower for complex integrations or AI features.

  • White-label full-stack delivery with production-ready polish.
  • Add AI automations and data workflows to your service mix.
Track Record

Receipts, repositories, and resume

Browse living code, professional context, and a detailed CV that capture the platforms, automations, and shipping cadence I bring to every engagement.

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View CV

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Senior Developer Profile

Hi, I'm Edwin - an independent senior developer delivering agency-level software and AI builds for lean teams. I blend full-stack engineering with pragmatic automation so small brands, creators, and emerging businesses can ship faster, stay flexible, and keep their systems tidy.

What I Do

  • Deliver agency-grade Django / Python platforms
  • Create AI & automation that save hours
  • Design clear APIs & internal tools that plug into your stack
  • Turn messy workflows into simple systems

How That Helps

  • Agency-level output without agency overhead
  • Less copy/paste and manual follow-up
  • Your team stays focused on brand, product & content
  • Systems stay flexible as you grow

Recent Wins

  • Voice AI cut lead handling cost ~97%
  • Agent workflows across Slack & Teams
  • RAG over 1,000+ docs with monitoring
  • AI prototypes rebuilt into stable services

How I Work

  • Direct: we talk, we build, we ship
  • Simple first, expand only if needed
  • Measure results (time saved, errors down)
  • Keep tech debt low from day one

Stack & Tools

Python, Django, LangChain, MCP, AI agents, RAG, Postgres, container services, GCP/AWS, structured evals.

Focused Now On

  • Reliable multi-agent flows
  • Better AI evaluation & feedback
  • Fine-tuning for real use, not demos
  • Context systems that scale cleanly
Experience: 8+ Years AI Engineering • Full-Stack Delivery Remote-First Based in Thailand
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My Services

Professional Development Services

Embedded technical partnership: architecture clarity, pragmatic implementation, and iterative automation/AI enablement.

01

Full-Stack Web Development

Complete web applications from concept to production deployment.

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02

AI Automation & Process Optimization

Strategic AI implementation for streamlined operations.

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03

Backend & API Development

Enterprise-grade infrastructure and API architecture.

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04

Django & Python Applications

Comprehensive Python-based solutions and frameworks.

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05

AI & LLM Development

Advanced language model integration and AI agents.

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06

Frontend Development

User-centric interface design and development.

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What Drives My Work

Endless Curiosity

Relentless experimentation and deep technical curiosity underpin our delivery. Each engagement compounds our internal playbooks - reducing risk and increasing speed for clients.

Pure Passion for the Craft

Engineering craft matters - interfaces should feel intentional, systems observable, and codebases maintainable under change. We optimize for long-term leverage over short-term theatrics.

The Puzzle Addiction

Complexity is an opportunity to design clarity. We untangle fragmented data flows, brittle integrations, and ad-hoc automation into cohesive systems.

Building What Matters

We measure impact: hours reclaimed, defects prevented, processes accelerated. If it doesn't create operational leverage, it gets rethought.

Want to see what this looks like in practice? Explore selected projects or reach out.

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