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jaysrt's Projects

data-lake-s3-spark icon data-lake-s3-spark

Data lake and an ETL pipeline in Spark that loads data from S3, processes the data into analytics tables, and loads them back into S3.

dog-breed-classifier icon dog-breed-classifier

A pipeline that can be used within a web or mobile app to process real-world, user-supplied images.

etl_for_dwh_on_redshift icon etl_for_dwh_on_redshift

An ETL Pipeline of a large data set from a fictitious music streaming service named Sparkify. The ETL process flows from AWS's S3 into staging tables in AWS Redshift.

etl_project_for_sparkify icon etl_project_for_sparkify

An ETL Pipeline that builds a relational Database with Postgres from the simulated songs and user activities data collected by a startup called Sparkify, who wants to analyze the data they've been collecting on songs and user activity on their new music streaming app.

flask_server_app icon flask_server_app

A web application developed using Flask app in integration with docker for a smooth export on any systems with Docker installed and required ports running.

hashtagcashtag icon hashtagcashtag

My Insight Data Engineering project. I implemented a big data processing pipeline based on ​lambda architecture​, that aggregates Twitter and US stock market data for user sentiment analysis using open source tools - ​Apache Kafka ​for data ingestions, Apache Spark ​& ​Spark Streaming ​for batch & real-time processing, ​Apache Cassandra f​ or storage, ​Flask​, ​Bootstrap and ​HighCharts f​ or frontend.

ml-classifiers-in-python icon ml-classifiers-in-python

Series of solvers for the following linear classifiers: 1. Least squares 2. Regularized least squares 3. Hinge loss 4. Regularized hinge loss 5. Logistic regression 6. Adaptive learning rate for hinge

proteomics_challenge icon proteomics_challenge

A script to find the position of each modified amino acid residue (see input.tsv) from a fasta file (see proteins.fasta)

python_calculator icon python_calculator

A small practice project to perform the Object Oriented programming with python and introduce the software testing concepts that are used Industries for continuous Integration and Development.

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