Welcome to my data portfolio, where I provide an overview of my projects in the data field.
| Project Link | Completion Date | Tools | Project Description |
|---|---|---|---|
| 🌊 Kafka sandbox | 12 Sep 2023 | ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} |
Set up a Kafka sandbox 🧳 using Docker . Connect MySQL to MySQL, MySQL to HDFS, and perform simple streaming with a Python script. |
| 💻 Terraform with GCP | 10 Aug 2023 | ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} |
Use Terraform to deploy a static website 🖥️ on Google Cloud Storage. |
| 📚 Audio book | 21 July 2023 | ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} |
Build an automated data pipeline from MySQL and REST API to a 📈 dashboard using Apache Airflow on Google Cloud Platform (GCP). |
| 🐘 Map-Reduce Assignment | May 2023 | ){kind=icon} ){kind=icon} |
Calculating the average personal incomes using a Map-Reduce job on VirtualBox 🗳️ with Hadoop and PySpark . |
| Project Link | Area | Project Description | Libraries |
|---|---|---|---|
| 💬 Documents ChatBot | ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} |
Tailored ChatGPT with information from your specific DOCUMENTS. |
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| 💬 PDF-Bot by ChatGPT ( demo ) | |
Tailored ChatGPT with information from your specific PDF. |
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| 💰 BITCOIN real-time price prediction | ){kind=icon} |
Bitcoin real time prediction using SNARIMA by riverml and Binance API |
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| 🖼️ Image Classification without Deep Learning | ){kind=icon} ){kind=icon} |
Developing a user-friendly machine learning application using Plotly Dash in Python, designed for non-coders. | ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} |
| Project Link | Area | Project Description | Libraries |
|---|---|---|---|
| 🖼️ Image Classification with Deep Learning | ){kind=icon} ){kind=icon} |
Image classification using MobileNet V1 deep learning. |
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| 🔍 Customer Segmentation | ){kind=icon} ){kind=icon} ){kind=icon} ){kind=icon} |
Define customer from raw data using python. | ){kind=icon} |
| 🛍️ Product Recommendation | |
Performing product recommendation 🎫 from raw data using Collaborative Filtering ( item-item ). | ){kind=icon} ){kind=icon} |
| 🔥 Firewall Classification | |
The development of a machine learning algorithm to classify firewall actions. | |
| 🏘️ Real estate price prediction. | |
Training real estate price prediction model. | |
| Project Link | Area of Analysis | Project Description | Libraries |
|---|---|---|---|
| 👋 Customer Churn Score | |
Define customer churn 🏃 from raw data (Tesco Lotus Supermarket) using python. | |
| 🏭 Retail Analytics | ){kind=spacer} |
Transforming the database of a retailer specializing in scale models of classic cars. | none |
| 👨👩👧👦 WH Report Analysis. | ){kind=icon} |
The World Happiness Report 2022 Analysis. | |
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