Mistral AI fine-tuned with documents dataset and deployed with Streamlit website

Trained 52 ML Regression Models, Registered Model with MLflow, Deployed to Server Endpoint, Tested API Requests

Ask common python libraries anything! Powered by ChatGPT.

Dashboard metadata chatbot for executive officers to retrieve information and guidance to desired information, for corporation with many dashboards, using data dictionaries to connect source inform…

Upload video file to AWS S3 storage and load video from S3. Your own video file required.

Chat bot website for data science code suggestions based on questions you ask

download local language model from huggingface. Your own api key is required

Visualize music with 4 methods using librosa, including melodic spectrogram.

Music spectrogram demo with librosa: convert audio file to image file aka spectrogram.

Detect people in video then aggregate detections by frame into dataframe and return relevant statistics about numbers of people detected during video.

Detected coco classes in an image then started a dataframe from the resulting labels.txt to count detections of each class in the image.

YOLOv8 object detection on image

Detectron2 panoptic segmentation demo, video and image.

Framework for developing productive and intelligent robot solutions

Sequential Model using PyTorch

Sequential neural network with PyTorch for image classification of FMNIST dataset, trained and validated over 30 epochs using 1200 image batch size.

Compared optimizers and learning rates of PyTorch neural network for image classification.

Model training, testing, serialization and blind forecasting with XGBoost and lambda regularization.

quicky sunday hackathon from training and serializing a model to streamlit script for machine learning web app development and deployment

Machine learning web app that democratizes distance-based clustering with a simple Excel upload template

flower of life made with transparent spheres