menonpg
AI / Data Scientist & Professor with real-world experience in predictive maintenance, financial modeling, healthcare data analytics & medical image diagnostics.
QuantMD (www.quant.md/index.html)Pittsburgh, PA
Pinned Repositories
agentic_search_openai_langgraph
Agentic search web search using LangGraph and OpenAI GPT-4o, powered by Tavily and DuckDuckGo search.
awesome-coronavirus
🦠 Huge collection of useful projects and resources for COVID-19 (2019 novel Coronavirus)
CMU_PGSS2020_MENON_CSLab_LectureFiles
CMU_PGSS_2021
CMU_PGSS_2024
Coursework repository for PGSS 2024, at Carnegie Mellon University.
COVID19_PA
Datasets on time-series evolution of COVID19 positive cases, negative tests and deaths in PA, by county.
covid19SymptomChallenge
Multivariate Regression of Current and 7-day Future-looking Deaths and Cases per Million, per Day, aggregated by US State
fluisightcrowdsourcing
R/Shiny app for crowd-sourcing votes on the top-team to trust with regard to predictions of influenza risk, scored based on the CDC's Weekly U.S. Influenza Surveillance Report.
MultiFace_FaceMaskDetector
Detect mask v/s no-mask on faces in an image using a combination of a openCV based face detector DNN and a trained keras model for mask detection. Model and Google Colab ipynb included.
VQA_Claude
This repository is based on https://github.com/RMNCLDYO/claude-ai-toolkit but adds functionality for multi-page PDF analysis using visual question answering, with Claude 3.5 Sonnet at the backend.
menonpg's Repositories
menonpg/GoogleColab_RandPython
Descriptive Analysis of CSV data in R and Python on Google Colab: Code, data and trained model files from the June 2019 Precocity Academy Coding workshop
menonpg/fluisightcrowdsourcing
R/Shiny app for crowd-sourcing votes on the top-team to trust with regard to predictions of influenza risk, scored based on the CDC's Weekly U.S. Influenza Surveillance Report.
menonpg/mybinder_SQLiPythontutorial101
SQL/Python on Jupyter NBs - 101
menonpg/Additive-Manufacturing
OpenFOAM solver for additive manufacturing including thermo-elastic-plastic stress analysis.
menonpg/Chart-Image-Classification
An image classification program that uses Google's Machine Learning library, Tensorflow and a pre-trained Deep Learning Convolutional Neural Network model called Inception. This model has been pre-trained for the ImageNet Large Visual Recognition Challenge using the data from 2012, and it can differentiate between 1,000 different classes, like Dalmatian, dishwasher etc. The program applies Transfer Learning to this existing model and re-trains it to classify a new set of images. This repository classifies four image data sets - 2D-line, 2D-Pie, 2D-Bar, 3D-Plots and returns a prediction score denoting the possibility of it being in a particular class.
menonpg/cpcprocessing
A quick script to process CPC code definition XML files
menonpg/CPPN-Art-Sandbox
Compositional pattern-producing networks based abstract art generator
menonpg/CreateML_Annotations_JSON
Python script to generate annotation for CreateML in a JSON format.
menonpg/dbcexplode
Unpack the source files from a Databricks .dbc archive file.
menonpg/h2o_mlengine
Running batch predictions on Google ml-Engine
menonpg/phase-field-OpenFOAM
Phase field simulation in OpenFOAM
menonpg/pigeon
🐦 Quickly annotate data from the comfort of your Jupyter notebook
menonpg/really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
menonpg/streettraffic
StreetTraffic is a Python package that crawls the traffic flow data of your favorite routes, cities by using the API provided by HERE.com
menonpg/the-art-of-command-line
Master the command line, in one page