Consultancy

I partner with your engineering team to architect, build, and deploy AI systems end-to-end. You keep full ownership of the code — I make sure it works in production.

What I help you build

AI Agent Deployment

Design and ship autonomous agents that execute multi-step business workflows — task planning, tool orchestration, memory, guardrails, and human-in-the-loop handoffs.

Local LLM Integration

Run models on your own infrastructure with zero data leakage. Ollama, vLLM, llama.cpp — benchmarked and tuned for your latency, throughput, and compliance requirements.

RAG Pipelines

End-to-end retrieval-augmented generation: document ingestion, hybrid search, reranking, grounded generation, and automated evaluation suites on your real data.

Agentic Workflow Orchestration

Production-grade multi-agent systems with Django + Celery — task queuing, retries, observability, and scaling strategies for long-running workflows.

MLOps & Production Infrastructure

Containerised deployments on Kubernetes or ECS, CI/CD pipelines, monitoring dashboards, drift detection, A/B testing, and cost-optimised GPU provisioning.

Data Engineering & Analytics Automation

PB-scale data pipelines, text-to-SQL interfaces, automated EDA agents, and self-updating report generation systems for your analytics team.

Cloud Architecture & Cost Optimisation

Multi-cloud and hybrid setups, Terraform IaC, alternative providers (Hetzner, OVH, Fly.io), and cost-driven architecture patterns that cut bills by up to 90%.

Security & Compliance

PII detection and redaction, audit logging, GDPR/ISO 27001 compliance patterns, role-based access control for AI systems, and privacy-preserving architectures.

How it works

1

Discovery call

30-minute call to understand your problem, stack, and constraints.

2

Proposal & scope

Clear deliverables, timeline, and pricing — no surprises.

3

Build together

I work embedded with your team. Daily standups, shared repo, code reviews.

4

Handover

Documentation, runbooks, and knowledge transfer so you can operate independently.

Tool-agnostic

Whether you run AWS, Azure, GCP, or alternative providers — Python, TypeScript, or both — OpenAI, Anthropic, Mistral, open-source models, or a mix — I tailor everything to your stack and constraints. The goal is shipping something your team can maintain, securely and sustainably.

Let's talk about your project

Tell me what you're building and I'll reply within 24 hours with next steps.