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Vultek Systems
Intelligent Systems

AI Engineering

Production-grade AI — built, fine-tuned, integrated, and secured against modern AI threats.

Vultek's AI engineers specialize across the full spectrum of modern AI: working with all major AI models, model training and fine-tuning, building MCP servers, integrating AI into business systems, and — critically — protecting AI systems from prompt injection, jailbreaking, and other emerging AI security threats.

What We Deliver

Our team brings the right specialists for every aspect of your ai engineering needs.

AI / ML Engineers

Working across all major model families (OpenAI, Anthropic Claude, Google, Meta Llama, Mistral, and open-source models) — model selection, integration, evaluation, and production deployment.

Model Training & Fine-tuning Specialists

Fine-tuning, LoRA/PEFT, RAG (retrieval-augmented generation), embeddings and vector databases, dataset curation, evaluation and benchmarking.

MCP & Agent Engineers

Designing and building MCP servers, tool/function calling, agentic workflows, and multi-step orchestration to connect AI to real business systems and data.

AI Application Engineers

Building chatbots, copilots, and AI-powered features; conversational UX; and LLMOps with full production monitoring.

AI Security Specialists

Protecting AI systems from prompt injection (direct and indirect), jailbreaking, data leakage, and model misuse — aligned to OWASP Top 10 for LLM Applications.

MLOps / LLMOps Engineers

Pipelines, deployment, monitoring, drift detection, and cost/latency optimization for production AI systems.

How We Do It

A structured, repeatable process refined across hundreds of engagements — giving you predictability, quality, and confidence at every stage.

01
Use-case Discovery
02
Model Selection
03
Data & RAG Design
04
Build & Fine-tune
05
AI Security Hardening
06
Deploy & Monitor

Tools We Work With

PythonPyTorchHugging FaceLangChainLlamaIndexMCPOpenAI APIAnthropic APIGoogle AIPineconeWeaviatepgvectorChroma

What You Get

Production-grade AI that works reliably

AI systems hardened against prompt injection & jailbreaking

Business-integrated chatbots and agents

Measurable cost and efficiency gains

Responsible AI with human-in-the-loop controls

Ready to Get Started?

Talk to a Vultek specialist about your ai engineering needs — no obligation, just a focused conversation about how we can help.