I will fine tune generic llms to your specific need

1. Custom Model Fine-Tuning

I adapt pre-trained architectures to your specific data. Whether it's fine-tuning LLMs/BERT for nuanced text classification, or adapting Vision and Audio models for highly specialized tasks, I make models work for your exact use case. Deliverables: Fine-tuned model, evaluation metrics, and inference scripts.

2. AI Backend & API Integration I wrap machine learning models into highly robust, scalable REST endpoints, seamlessly connecting your AI with web and mobile frontends. Deliverables: High-performance FastAPI backend, Docker containerization, and complete API documentation.

3. Agentic Workflows & AI Agents I upgrade rigid chatbots into autonomous pipelines using orchestration frameworks like LangGraph. Deliverables: End-to-end conversational AI with modular tool calling and memory management.