batch-inference-ml-recsys

Full stack machine learning recommender system using metaflow, airflow, s3, postgres

bova11-etf-stock-portfolio-eda-and-prediction

Analysing the BOVA11 exchange-traded fund stocks composition and behaviour during a set period of time.

concluded-datacamp-projects

Repo to store my already completed Data Science projects at DataCamp. They tackle various different topics, such as Machine Learning, Data Cleaning, Data Analysis, etc.

covid-world-vaccination-progress

Visualizing World Immunization Predictions in a cool Map. Medium Article: https://medium.com/@gabrieltardochi/22c574e630cc

food-delivery-chatbot-nlp-and-deep-learning

Deep Neural Network (ChatBot) deployed on heroku. Chat with It here (might take a few seconds to load): https://nlp-food-delivery-chatbot.herokuapp.com/

full-stack-deep-facial-recognition

Leverage Metaflow, PyTorch, AWS S3, Elasticsearch, FastAPI and Docker to create a production-ready facial recognition solution. It demonstrates the practical use of deep metric learning to recognize previously unseen faces without prior training.

gabrieltardochi

kaggle_birdcall_identification

Code for the Cornell Birdcall Identification competition

metaflow-docker-deployment

Fully functional Metaflow metadata service, UI and datastore deployment with docker and docker-compose.

nlp-bert-sentiment-analysis-on-movies

Fine tuning BERT Model to classify movie reviews positivism.

nlp-efficient-semantic-similarity-search-with-faiss-and-gpus

Code to support my medium article (https://medium.com/@gabrieltardochi/274771d0709a) about how we can scale semantic similarity search with FAISS and GPUs.

nn-template

Generic template to bootstrap your PyTorch project.

numerical-algorithms

Classical math algorithms implemententations on code.

olist-ecommerce-customer-satisfaction-analysis

A customer satisfaction analysis on brazilian e-commerce data using DeepLearning and visualization tools.

online-retail-customer-segregation

Applying cohort analysis, RFM segmentation and Machine Learning to Cluster customers and extract insights from their personas. Using ALS Algorithm to build a recommender system as well.

pytorch-img-classification-cifar10

Deep Learning image classification on the famous CIFAR10 dataset.

sagemaker-benchmarking-accelerators-pretrained-pytorch-resnet50

supertriplets

SuperTriplets - Torch Supervised Metric Learning with Batch Hard Triplets Toolbox

transformer-based-fine-grained-emotion-recognition

Advanced language transformers fine-tuning methods to recognize fine-grained emotions using the GoEmotions dataset.