Rajdeep Biswas
This site hosts some of Rajdeep's work on data analytics and machine learning. Please feel free to bookmark and reuse as you prefer with or without attribution.
Portfolio
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Stock Market Prediction with S&P 500 Data
AML, Python, REST, AUTOML
Predict the future price of a given stock, time series analysis, stock screener
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A Tale of Three Cities
R, SparkR, SparkSQL, AML
Time Series forecasting, Anomaly detection, Data visualization and descriptive analytics Datseton 3-1-1 call dataset from Chicago, Boston and New York city.
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Manufacturing Quality Inspection
Computer Vision, Tensorflow, AML
Have built the computer vision models in 3 different ways addressing different personas, because not all companies will have a resolute data science team.
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MLOps with AzureML and Azure Pipelines
AML, Python, REST, Azure DevOPS
MLOps to build a Continuous Integration and Continuous Delivery pipeline for an ML/AI project.
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MLOps with AzureML and GitHub Actions
AML, Python, REST, GitHub Actions
MLOps to build a Continuous Integration and Continuous Delivery pipeline for an ML/AI project.
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Stock Sentiment Analysis
NLP, AML
Scrub the stock news RSS feed and perform sentiment analysis on that.
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Movies Data Consortium
Python, AML, Blob
Movies data consortium by blending a file data store sourced from the Movies Dataset hosted in Kaggle, website data from Wikipedia and API data from themoviedb.org.
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Yelp EDA and Sentiment Analysis
PySpark, SparkSQL, SQL
In depth EDA, Sentiment Analysis Model Building Evaluation and Selection, Model deployment.
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Air Travel Safety Dashboard
PowerBI
Airline travel has been recently getting a lot of negative press promoting statistics stating air is no longer a safe way to travel especially when compared to automobiles.
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Find My Image
Python, REST
Use AI, Search and exhaust data mining to resize, arrange, tag, categorize, generate caption and search through all your images in a flash.
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Process New Mexico Well Data
PySpark, Databricks, Azure
Process New Mexico Well Data
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AI Enabled Image Bucketization
Python, REST
Bucketize an image based on exhaust data and AI generated data
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Chatbot in 10 minutes
Python, REST, Azure Cognitive Services
Build a ChatBot in 10 minutes using Azure QnA Maker and Azure Bot Service v4
Old Projects
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Encrypted Data Transfer
Hadoop, HDFS, Shell
HDFS Encrypted zone intra-cluster transfer automation
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Hive and HDFS Automated Copy
Hive, Shell
Generic HDFS data and Hive Database transfer automation between any environment (Production/QA/Development) utilizing Amazon S3 storage
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Hybrid Archive Storage
Hive, Shell, S3
Decrease Hive and HDFS storage costs by using EBS and S3