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.