Projects

ZenAI

AI mental health counselor prototype

A conversational support prototype that combines fine-tuned LLM behavior, intent detection, model evaluation, and a Streamlit user experience for mental-health-adjacent conversations.

• Python
• Vicuna-13B
• Llama 2
• PaLM/Bison

DocScribe

Medical QA assistant for reports and patient history

A medical question-answering assistant that makes clinical reports easier to search, summarize, and understand using embeddings, LangChain/Hugging Face tooling, and a fine-tuned Vicuna model.

• Python
• LangChain
• Hugging Face
• Vicuna-13B

COVID-19 Literature Analysis

ML and graph workflows for navigating CORD-19 research

A machine-learning pipeline for clustering and exploring COVID-19 research papers using CORD-19, PySpark, Hadoop, topic modeling, and graph database experiments.

• Python
• PySpark
• Hadoop
• Neo4j

comicface.ai

Photo-to-comic generation with CVAE and Pix2Pix

A generative vision project that turns portraits into comic-style images using paired face/comic data, a convolutional VAE, and a Pix2Pix GAN.

• Python
• Pix2Pix
• GANs
• Convolutional VAE

Automatic Essay Grading

NLP support for evaluating English learner essays

An NLP and machine-learning project for scoring English Language Learner essays across cohesion, syntax, vocabulary, phraseology, grammar, and conventions.

• Python
• NLP
• Machine learning
• BERTopic

Neural Style Transfer

Real-time style transfer with AdaIN

An Adaptive Instance Normalization style-transfer implementation with TensorFlow and PyTorch, VGG perceptual losses, encoder-decoder networks, and training visualizations.

• Python
• TensorFlow
• PyTorch
• AdaIN