Services

Cloud, AI and software engineering engagements—from compliant local AI to cloud-native platforms and legacy modernization.

Offered Services Link to heading

Local AI deployment

Compliance-focused on‑premises or private‑cloud AI stacks for regulated and data‑sensitive environments.

Agentic AI systems

End-to-end design and delivery of multi-agent and agentic workflows tailored to your domain and constraints.

AI consulting

Structured discovery of goals, constraints, and architecture options—with a clear path from idea to production.

AI knowledge bases (RAG)

RAG-ready knowledge bases on AWS Bedrock, Neptune, or your stack—ingestion, embeddings, and retrieval pipelines included.

MCP server development

Build secure MCP servers that expose your internal data, docs, and tools to AI agents—auth, permissions, and observability included.

AI tools & internal assistants

Custom AI-powered tools: workflow automations, chat assistants, integrations, and evaluation harnesses for reliable rollout.

AI skills & agent templates

Create reusable skills, rules, and templates (e.g., for Cursor and internal agents) so your team ships faster with consistent quality.

Serverless GPU (Modal)

Ephemeral GPU workloads and LLM inference on Modal for fast prototyping and cost-efficient production bursts.

Cloud infrastructure setup

Greenfield cloud foundations on AWS, Azure, OCI, or hybrid—aligned with Well-Architected practices.

Cloud migration

Planned migrations from on‑premises or between cloud providers to AWS, Azure, or OCI—improving reliability, performance, and cost.

Cloud-native development

Microservices, APIs, and platform features built for containers, observability, and continuous delivery from day one.

Kubernetes & DevOps

Cluster design, deployments, CI/CD pipelines, and operational tooling for reliable, repeatable releases.

Legacy modernization

Refactoring and re-architecting monoliths and dated codebases with SOLID principles and modern cloud-native patterns.

Custom software engineering

Full-cycle product engineering with Go, Python, TypeScript, and modern frontends—scoped to your needs.

Mentoring & career consulting

1:1 programming lessons and career coaching for engineers at any stage.

Tech Stacks Link to heading

Technologies and platforms I work with across engagements:

Cloud & Architecture: AWS (Well-Architected, Bedrock, Bedrock AgentCore, AgentCore Gateway, Knowledge Base, Neptune), Azure, Oracle Cloud (OCI, OKE), Cloudflare, on-premises, hybrid, Terraform, system architecture, cost and performance optimization

AI & ML: Generative AI, LLMs, RAG, multi-agent workflows, agentic systems, LlamaIndex, OpenAI, Azure Cognitive Services, Azure AI Foundry, LocalAI, embeddings and vector search

Engineering: Go, Python, C, C++, TypeScript, JavaScript, Node.js, Svelte, HTML, CSS, Flutter

Platform & Ops: Kubernetes, Docker, Docker Compose, Traefik, Modal, Argo Workflows, Prometheus, OpenTelemetry

Data & Messaging: MongoDB, CosmosDB, Redis, ServiceBus, EPUB

DevOps & Tooling: Git, GitHub, Bitbucket, Azure DevOps, Jenkins, Azure Pipelines, GitHub Actions, CI/CD

Practices: Clean Code, TDD, SOLID, Kanban, SCRUM, Agile, 8D, knowledge transfer

Interested in a specific service? Get in touch.