Robert Martin-Short

travel_mapper. Calls ChatGPT to make an itinerary and then uses Google Maps to get directions. Makes a map of the result

research_assist. Tool that uses tavily and langraph to conduct research, then gsuite apis to organize it

text_chunking. Exploration of semantic chunking and chunk classification

receiptchat. Use generative AI to extract information from receipts

AmbientNoise. Codes for ambient noise tomography of Alaska

llm_judge_with_dspy. Making use of dspy to optimize an LLM judge

image_agent. Use Langraph to create a basic multimodal AI agent

air_quality_mapper. Make use of Google APIs to answer questions about pollutants and generate maps

GeneticAlgorithm. A genetic algorithm for selecting optimal feature combinations with sklearn supervised ML objects

generic_search. A generic search engine tool that allows fast fuzzy matching on a corpus stored in memory

Np_instagram_bot. An automated tool that scrapes national park instagram images and reposts

RecieverFunctions. Some group codes for RF analysis.

multimodal_shopping_agent. Adaption of a livekit multimodal agent to handle shopping questions, image snapshots and web search

RAKE_keywords. An implementation of the RAKE algorithm for keyword extraction from a corpus of documents (Rose et al, 2010)

website_qa. Adaptation of openAI website QA tutoral to build a search engine for a website

mini_projects. A selection of mini projects. Here for useful reference. Could also be put on a blog

evaluation_docstrings. An example project showcasing experiments in task evaluation

pdftopic. Use BertTopic and Agentic RAG to build QA on pdfs

AlaskaSections. Interactive cross sections though Alaska tomography

Tomo_python_codes. Python for fetching and preparing data for tomography

daily_coding. Various CS/algorithm problems

CorpusVectorizer. Python

Met_data_predict. Attempt to use features from DAS dataset to predict meteorological data at fairbanks array

AbsoluteArrivals. Python

hellofresh-extractor. Codes to accompany article about using outlines and gemma3 for extraction of ingredients from images of recipe cards

deploying-machine-learning-models. Example Repo for the Udemy Course "Deployment of Machine Learning Models"