Consulting services

From AI opportunity to reliable production system

Hands-on technology consulting for teams that need clear architecture, focused implementation, and delivery leadership—not a slide deck without execution.

AI engineering and RAG

Design and delivery of retrieval-augmented generation, AI agents, workflow automation, document intelligence, prompt systems, and multi-model applications.

Typical outcomes

  • AI opportunity and architecture review
  • Production RAG and agent workflows
  • Evaluation, safety, and operational design

Local LLM adaptation

Private and resource-aware model workflows using LoRA, MLX, Unsloth, and Llama.cpp for teams that need greater control over data, cost, or deployment.

Typical outcomes

  • Model and hardware feasibility
  • Fine-tuning and inference pipelines
  • Local deployment architecture

Golang and software architecture

Practical architecture for Golang backends, microservices, distributed systems, APIs, data platforms, and cloud-native delivery on AWS.

Typical outcomes

  • Architecture and service-boundary review
  • Scalable backend foundations
  • Delivery and modernization planning

Who I work with

Founders, product teams, and engineering leaders

Engagements can begin with discovery, an architecture audit, a focused proof of concept, or delivery support for an active product.

Location

Udaipur-based, India and global delivery

Available for remote consulting across India and international markets, with direct communication throughout architecture and implementation.