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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Posts
A Reasoning First LLM Framework: How do train a LLM to reason?
Published:
P.S. This is my first draft. Article likely to go through more iterations and proofreading.
CPUs as a viable alternative to GPUs for Parameter-Efficient Fine-Tuning in Medical Summarization
Published:
CPUs as a Viable Alternative to GPUs for Parameter-Efficient Fine-Tuning in Medical Summarization
What is a Latent Space?
Published:
A Beginner’s Guide to Latent Space in Artificial Intelligence
portfolio
Medical Scribe
TLDR: An ambient AI assistant that frees clinicians from the documentation burden.
AI Search over Clinical Practice Guidelines
TLDR: Built a vertical search engine optimized for academic-style citations where doctors can query over 17 medical specialties and 122 Clinical Practice Guidelines in addition to the latest PubMed articles.
AI Symptom Checker
TLDR: Built a patient facing AI Symptom Checker that links patients to the appropriate level of care based on their symptoms 
AI Medical Coding
TLDR: Built an AI-powered medical coding engine that automates the translation of patient case details into ICD-11 codes, addressing the time-consuming, error-prone nature of manual coding with fast and scalable automation.
Domain Adaptation of Neural Multilingual Translation Models
TLDR: During my time at SIL Global, I researched low-resource machine translation focusing on data augmentation, data extraction, supervised fine-tuning, improving tokenizer support and growing embeddings to support new languages. The project is now maintained under Project Serval which integrates with Scripture Forge.
Semantic Entropy Probes
TLDR: To the best of my knowledge this is the first open-source implementation if Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs. This project aims to help researchers and developers identify hallucinations in large language models (LLMs) using an entropy-based method.
- Paper: Read the full paper on arXiv - GitHub Repository: Check out the code on GitHub
CNN Bone Age Classification
TLDR: Medical Imaging AI for Radiologists that helps predict Bone Age from Left Hand radiographs.
RSNA-MICCAI Brain Tumor Radiogenomic Classification
TLDR: Machine Learning solutions for brain tumor classifcation
Neural Machine Translation using HuggingFace, AWS and ClearML
A simple repository to perform NMT fine-tuning for machine translation
publications
talks
Survey of Reasoning in Medical LLMs
Published:
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.