AI Therapy Chatbot Developer vs AI Trade Finance Operations Specialist

A AI Therapy Chatbot Developer Only

• Conversational AI design (multi-turn dialogue state management, slot filling, intent classification)
• Prompt engineering for therapeutic modalities (CBT, DBT, motivational interviewing prompt templates)
• LLM fine-tuning and evaluation (LoRA, RLHF, DPO on domain-specific mental health corpora)
• Retrieval-Augmented Generation (RAG) pipelines for clinical knowledge grounding
• AI safety and guardrails (crisis detection, self-harm keyword filtering, escalation routing)
• Healthcare compliance (HIPAA, GDPR, SOC 2, informed consent for AI-generated therapeutic content)
• Clinical validation methodology (working with licensed clinicians, outcome measurement frameworks like PHQ-9 and GAD-7)
• Python programming and ML frameworks (PyTorch, HuggingFace Transformers, scikit-learn)