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followers: 2.0 following: 3.0 repos: 118.0 gists: 7.0

Name: Kazi Toufiq Wadud

Type: User

Bio: Data Scientist/Machine Learning Engineer

Twitter: kazitoufiqwadud

Location: Melbourne, Australia

Hi there 👋

About-Me

Who Am I?

My name is Kazi Toufiq Wadud. I live in Melbourne. I'm a data science enthusiast. Since 2012, I've embarked on my journey in data analytics, data science & data engineering domain and still continuing that data journey every day in, day out.

What do I do?

Literally everything with data!! 😊

Coding Skills

Languages: R, Python, Java, SQL, HTML, CSS, JavaScript

Libraries:

Python : NumPy, Pandas, Scikit-Learn, SciPy, Matplotlib etc.
R : dplyr, data.table, tidyr, ggplot2, plotly, purrr, caret, sp, igraph, tsclust, prophet etc.

Tools/Platforms

BI Tools:

Tableau (Certified)
Power BI

Bigdata Framework:

Apache Spark (pyspark), HiveQL, Impala

Cloud:

AWS : EC2, S3, Redshift, Amazon Sagemaker
Azure: Azure Databricks

ETL Tool

Alteryx, Lavastorm, SSIS

Data Science & Analysis Skills

Exploratory Data Analysis
Unsupervised Machine Learning (K-means, k-medoids, DBSCAN)
Timeseries clusteirng (distance method - eucledian, corss-corelation, dynamic time-warping)
Supervised Machine Learning (Decision Tree, Random Forest, XGBOOST, GBM, Naive Bayes, Logistic Regression)
Timeseries forecasting (Facebook's prophet)
Ensemble Methods
Hypothesis Testing
Model Development & Evaluation Metrics
Data Wrangling
Data Visualization
Quantitative Methods

Development Environment

Windows OS, Mac OS, Jupyter Notebook, R Studio (for R), Pycharm (for Python) , IntelliJ Idea (for Java)

Version Control:

One and only GitHub ❤️

My Tertiary Education

Academic Qualification	Institution
Graduate Diploma in Data Science	The University of Melbourne
MBA (Major:Finance)	IBA, The University of Dhaka
B.Sc. in Electrical & Electronic Engineering	Islamic University of Technology (IUT), Dhaka

Kazi Toufiq Wadud's Projects

about-me

accessing-soap-api-using-zeep-in-python

airbnb-amenity-detection

Repo for 42 days project to replicate/improve Airbnb's amenity (object) detection pipeline.

amazon-sagemaker-aws-greengrass-custom-object-detection-model

End to end code samples for training an object detection model in Amazon SageMaker using the built-in SSD algorithm and running it on AWS IoT Greengrass.

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

anomaly-detection-using-time-series-clustering

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Reinforcement Learning Project Ideas

aws-useful-resources

This repo contains some of the useful resources, methods, scripts, commands, notes etc. for working with AWS

aws_rim_code

awsrekognition

azure-databricks-mlops

azure-open-ai-embeddings-qna

A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3 to extract the matching answer for the question.