AI Development Services
Custom deep learning, LLM fine-tuning, RAG pipelines, and Kubernetes MLOps. Production-grade systems, GDPR-compliant.
Deep Learning & Computer Vision
Custom CNN, Vision Transformer (ViT), and object detection models (YOLO, Detectron2) for image classification, segmentation, and real-time inference. Production PyTorch pipelines with CUDA optimization and ONNX export for sub-10ms latency.
LLM Fine-Tuning & RAG Pipelines
Fine-tune Llama 3, Mistral, Phi-3 with LoRA/QLoRA for domain-specific tasks. Production RAG architectures with FAISS, Weaviate, and Pinecone. GPT-4o and Claude enterprise integrations.
Cloud Infrastructure & MLOps
Multi-cloud ML infrastructure on AWS, GCP, and Azure. Kubernetes model serving with auto-scaling, GPU node pools, and spot instance cost optimization. Infrastructure as code with Terraform.
ML System Audits
Technical due diligence for AI systems: model quality assessment, inference bottleneck analysis, training pipeline review, data quality audits, and GDPR compliance checks. Detailed report with prioritized recommendations delivered within 2 weeks.
Full-Stack AI Applications
End-to-end web applications with AI at the core. React/Next.js frontends, FastAPI backends, PostgreSQL/Redis data layer. AI features: semantic search, recommendation engines, NLP interfaces, and generative UI.
AI Strategy & Technical Advisory
AI readiness assessment, technology stack selection, build-vs-buy analysis, and AI roadmap planning for CTOs and VPs of Engineering. Independent second opinion on existing architecture. Deliverable: written report + 2h Q&A session.
Why Tippel.ai for Enterprise AI?
10+ years of production AI experience. MSc. Physics background means mathematical rigour in model selection and evaluation. We reject hype-driven solutions — every technology choice is justified by your specific constraints and success metrics.
You work directly with the engineer building your system. No account managers, no junior handoffs, no offshore delegation. We integrate with your team via Slack, weekly demos, and shared dashboards. Clients in Germany, Switzerland, UK, and North America.