Data Scientist @ Mount Sinai · Quantitative Methods @ Columbia University · MLE @ NYULangone

Researcher and Builder in Mental Health AI, Clinical Data Science, and Human-Centered ML.

• AI systems for mental health: chatbot evaluation, safety benchmarking, crisis-response assessment, and human-centered AI tools
• Clinical and neuroscience AI: EEG pipelines, synthetic data benchmarking, behavioral signal processing, and mental-state modeling
• Applied data products: Streamlit dashboards, research automation, public-health analytics, and decision-support tools
• LLM and agent workflows: RAG, LangChain/Ollama systems, prompt orchestration, evaluation pipelines, and production-facing AI applications
• Multimodal and interaction systems: computer vision, gesture-based applications, OCR workflows, and interactive AI experiences

• Building AI systems for mental health, neuroscience, and high-stakes social impact settings
• Developing benchmark pipelines to evaluate LLM responses for safety, inclusivity, crisis alignment, and readability
• Working on EEG and clinical-data pipelines for addiction, mental state analysis, and synthetic data evaluation
• Translating research workflows into deployable tools using Python, Streamlit, FastAPI, LangChain, and cloud platforms
• Exploring AI agents, RAG, multimodal applications, and human-centered product design across healthcare and public-sector use cases

• PsyChat: Clinical-trial-oriented mental health chatbot evaluation app for multi-turn AI response benchmarking
• Text-Reference-AIChatbot: AI chatbot evaluation benchmark for mental health and suicide prevention using ethical alignment, inclusivity, sentiment, and text-similarity metrics
• Human_VS_AI_Game: Interactive Turing Test-style game for comparing human and AI-generated mental health responses

• MBTI_Mental_Health: Mental health analysis project using machine learning and Bayesian tuning
• Air_Gesture_Plane_Game: Computer vision gesture-controlled games using MediaPipe and OpenCV
• OCR_Text_Extractor: OCR-based text extraction web app using React, Ant Design, n8n, and optional Node/Express API

• News_Operator: Chainlit + Llama3 workflow for fetching updated web information and generating blog-style summaries
• zichenzha0: Personal GitHub profile and technical portfolio
• Jackson_3D_Profile: Personal 3D profile website and portfolio experience

Languages And Frameworks

ML, AI, And NLP

Clinical, Neuroscience, And Data Science

MLOps, Cloud, And Deployment

Data, Automation, And Interaction Systems

If you're building AI for mental health, neuroscience, clinical data systems, or high-stakes human-centered applications, let's connect.