Smart Personal Protective Equipment Detector on a construction site using YOLO-NAS
Multi-Class Classification of the Personal Protective Gear at construction sites using YOLO-NAS and data from Roboflow.
Portfolio
View my projects on the following sections: Computer Vision, LLM Ops, Deep Learning, Machine Learning
Computer Vision
Pneumonia or not binary classification
Binary Classification of the Pneumonia Dataset using various CNN architectures + transfer learning.
Computer Vision Classification
Classifying the CIFAR dataset using PyTorch and CNN.
Mini Food Vision
Using CNNs to classify images of food into 3 classes.
FashionMNIST Multi-Class Classification
Multi-Class Classification of the Fashion MNIST Dataset using Computer Vision, PyTorch, and CNN.
Large Language Models Ops (LLM)
Medical Chatbot using Llama2 + FAISS
Medical Chatbot using Llama2, langchain, FAISS, deployed on Flask.
Medical Chatbot using Llama2 + Pinecone
Medical Chatbot using Llama2, langchain, Pinecone, deployed on Flask.
Deep learning
NLP: Disaster Tweets
Using the Disaster or Not Disaster dataset, classifying whether a tweet is a disaster related tweet or not using Tensorflow.
Machine learning
Network Analysis of Amazon Customers
Network analysis of Amazon customers based on co-purchasing recommendations using R (TidyVerse).
Kaggle Competition: Blue Book for Bulldozers
Time-Series regression analysis using various algorithms and techniques to predict bulldozer prices.
Marketing Analysis using Customer Segmentation Techniques
Segmenting customers using unsupervised machine learning techniques such as k-means and hierarchical clustering.
Food Recommender System
Market Basket: Food Recommender System using Apriori and Association Rule Mining.
Cost Prediction
Determining the cost to the hospital of patients with Diabetes.
Predicting Demand Forecast
Predicting demand forecast for a store using LSTM.