Generative AI

Generative AI,
Wired Into Real Software.

Bilal Malik
I integrate OpenAI and Claude into existing backends and SaaS products for US and EU teams: retrieval-augmented chatbots trained on your data, document and data-extraction pipelines, and multi-step AI workflows. Every feature is built for a measurable outcome and clean, owned code, not a demo that breaks the first week it's in production.
Send a Brief
7+Years building production backends
RAGChatbots grounded in your own data
US·EUClients served remotely

What a Generative AI Build Includes

AI features wired into the system you already run, built to behave under real load with validation, fallbacks and cost control, and handed over as code you own.

RAG Chatbots

Assistants grounded in your own documents and data, with retrieval, citations and guardrails so answers stay accurate and on-brand.

RAGVector DBOpenAI APIClaude API

Document Processing

Extract, classify and structure data from PDFs, emails and forms into your database or app, at volume, with validation.

LLM ExtractionOCRJSONQueues

AI Workflow Automation

Multi-step, agentic workflows that complete real processes like triage, routing, drafting and enrichment, wired into your stack.

API Orchestrationn8nWebhooksLaravel

LLM API Integration

Clean, documented integration of OpenAI, Anthropic and other providers into your backend, with streaming, retries and monitoring.

OpenAIAnthropicStreamingREST

How It Works

  1. Scope the outcomeWe define the specific business result the AI feature must deliver, then a written fixed-price plan and timeline.
  2. Design the architectureRAG vs fine-tune, prompt structure, data flow, guardrails and cost model, decided before any code, so it scales sensibly.
  3. Build & integrateThe feature built into your existing backend or SaaS, with validation, fallbacks, streaming and monitoring for production.
  4. Test & hand overTested against real inputs, documented, and transferred to you with full source-code ownership.

Recent Work

Across recent work I've connected OpenAI and Claude into Laravel backends and business platforms, document and data-extraction pipelines, chat assistants, and automation that removes genuine manual effort rather than producing a one-off demo.

FAQ

Generative AI: Questions Worth Asking

Primarily OpenAI (GPT) and Anthropic (Claude), plus other providers where they fit. I'm model-agnostic and choose based on quality, latency and cost for your use case.

Yes. Most engagements add AI to a backend or SaaS that already exists, chatbots, extraction, and workflows wired in without replacing what works.

Yes. With retrieval-augmented generation I ground responses in your documents and data through a vector store, with citations and guardrails to keep answers accurate.

Yes. Work is fully remote and fixed-price, scheduled around your timezone for calls and handover.

Yes. Full source-code ownership transfers to you on final milestone payment, no lock-in and no ongoing dependency on me.

Ship an AI Feature That Holds Up

Describe the workflow or product you want AI in. I'll scope it into a fixed-price build with a clear, measurable outcome.

Describe Your Project