What is Top AI Solutions & Development Services | Empiryx?

Top AI Solutions & Development Services | Empiryx offers AI development, integration, scaling, DevOps, data engineering, and case study guides across 85 pages.

What does a GenAI engineer do vs. an ML engineer?

GenAI engineers focus on LLM applications — RAG, agents, fine-tuning, prompt engineering — while ML engineers lean on classical and deep ML. Many candidates overlap; we route per your stack.

Are they experienced with production deployments?

Yes — we screen for shipped production features, not notebooks. Expect conversation about latency budgets, eval runs, and real-user edge cases.

Do they work across OpenAI, Anthropic, and open-source models?

Yes. Vetted GenAI engineers are model-agnostic; they pick what fits your cost, latency, and quality bars.

What if the engineer isn't a fit?

We keep a shortlist warm. If the first pick doesn't work in 2 weeks, we route the next candidate fast — no awkward conversations on your end.

What's the timezone story?

IST hours overlap comfortably with US mornings (ET) and EU afternoons. Standups and async PR review both work.

Hire AI Engineers / Generative AI

Hire GenAI engineers who ship production RAG, fine-tunes, and agents

Pre-vetted Generative AI engineers from India with proven shipping history — RAG pipelines, model fine-tuning, agent orchestration, and LLM ops. Pre-screened for technical depth and communication, ready to plug into your AI team in 7–10 days.

Explore Empiryx Talent

70%

Cost savings vs US/UK

7–10

Days to hire

600+

GenAI engineers placed

95%

Client retention

Why Empiryx

Why hire GenAI engineers from Empiryx

Engineers who've shipped production GenAI features, not just notebooks

Vetting across RAG, fine-tuning, agent design, and LLM infra

Pre-screened for English fluency and async collaboration

IST timezone overlaps with US mornings and EU afternoons

Direct engagement with engineers — no PM middle layer

Replace a poor fit in the next batch, no awkward conversations

Expertise

GenAI skills we specialize in

RAG pipeline design

Vector stores, chunking, reranking, and context assembly for grounded LLM answers.

Fine-tuning & adapters

LoRA, QLoRA, and full SFT on your domain corpus with eval baselines.

LLM agents & tool use

Multi-step planning, tool calling, memory, and reliability patterns.

Prompt engineering & evals

Versioned prompts, structured outputs, and continuous eval harnesses.

Expertise

Roles & capabilities we specialise in

A deeper look at the specialists we place and the work they ship.

Production RAG

Vector stores + rerankers + citations — not 'just call the API with our docs'.

Fine-tuning

LoRA/QLoRA experiences with eval suites and rollback safety.

Vector DB design

Pinecone, Weaviate, pgvector — picked per scale and cost.

LLM routing & cost

Caching, model routing, and prompt compression for predictable spend.

Eval harnesses

Golden sets, LLM-as-judge, and human review loops baked in.

Streaming UX

First-token latency, cancellation, and graceful degradation built in.

Industries we serve

Built for high-stakes sectors

Domain-aware engineers who understand your sector's constraints — not just the syntax.

SaaS & Product

Embedded copilots and AI features

FinTech

Regulated GenAI services

Healthcare

Clinical copilots within approved scope

E-commerce

AI copy, search, and assist

FAQ

Answers to common questions

Process

How it works

Share your requirements

Tell us the stack, the team, and the AI features you're shipping.

Get matched in 48 hours

We surface pre-vetted GenAI engineers from our curated network.

Interview & select

You interview and choose who joins — full control, no hand-me-downs.

Start in 7–10 days

Engineers onboard into your workflows and start shipping fast.

Get started

Build your GenAI team in 7–10 days

Tell us the features. We'll bring the vetted engineers to interview.

Talk to an Expert

Explore more

Hire AI Developers in India

Pre-vetted ML, NLP, LLM & CV engineers. Onboard in 7–10 days.

Offshore Development Team India

Dedicated offshore engineering team embedded in your workflows.

ODC & GCC Setup India

Start with an ODC. Evolve into a fully owned GCC as you scale.

Hire Machine Learning Engineers

ML Engineers, Data Scientists, NLP & MLOps specialists in India.

Build Engineering Team in India

Full-team formation — frontend, backend, AI/ML, DevOps, and leads.

AI Automation

n8n, Zapier & custom workflows that run your business on autopilot.

AI Engineering

RAG, fine-tuning, and AI agents built for production, not demos.

MLOps

Model serving, monitoring, and CI/CD for machine learning systems.

DevOps

CI/CD, infrastructure as code, and observability that scales.

Application Scaling

Performance audits and fixes that take your MVP to production-ready.

Database & Data Engineering

Database design, pipelines, and migrations built to last.