Vikrant Deshpande's repositories
Credit_Card_Fraud_Detection
Deploying Classification Model on GCP for detecting anomalous behavior in credit-card transactions. A crucial aspect for credit-card companies to recognize fraudulent activity and not charge customers for items they didn't purchase. A subtle line needs to be drawn and my main focus here is to reduce blocked-transactions of legitimate customers.
Weapons-Detector-WUPHF
An AI product package to detect harmful objects and immediately send notifications to authorities. YOLOv5 for single-shot object detection, Kafka for event streaming, and Kubernetes for scalable architecture.
asctb-azimuth-data-comparison
Comparing Azimuth SCRNA data vs ASCT+B data (Cell Types missing in ASCT+B, Biomarkers missing in ASCT+B, etc.)
asctb-ct-label-mapper
A package to ensure controlled vocabulary for annotations of scRNA-seq datasets
Azimuth_Dataset_CNS_Test
Merging the Azimuth Datasets and generating a basic graph using Cytoscape
ccf
HuBMAP CCF Homepage
Masterize_Hospital_Entities
The goal was to maintain a ‘single version of truth’ for associated entities across the entire organization’s data sources. The RecordLinkage package is integrated with a wrapper recursive data-pipeline for de-duplicating of records and generating a master set. Similarity between two textual strings determines if they are a probabilistic match.
XML_to_CSV_Rep
A Flask app with an easy-to-use frontend that's intended for generating a configuration excel, given an input XML/XSD file (ie- Extensible Markup format to Relational schema)
Chatbot-Project
First attempt at creating a chatbot that can communicate from CLI using basic Python, NLTK, and a Keras sequential NN model.
data-science-prep
Problems from https://datascienceprep.com/
emoji-cheat-sheet
A markdown version emoji cheat sheet
Exploring-Gapminder
Primarily focused on Exploratory Data Analysis of the Gapminder dataset, to identify relationships between life-expectancies and GDP-per-capita of continents and/or nations.
House-sales-Kings-County-EDA
Performing Exploratory Data Analysis on the House-sales-prices of Kings-County
ML-systems-design
A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"
OD-WeaponDetection
Datasets for weapon detection based on image classification and object detection tasks
scapsulators
Spring 2022 Project
vikrantdeshpande09876
Bonjour
weapons-detect-wuphf
Template for Flask project deployment
weapons-detection
Emotion detector by students at AI Camp