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Data Science and Machine Learning

$80/hr Starting at $3K

🏆 Ph.D.-Level Data Scientist and Project Manager.

I am a Ph.D.-level data scientist, technical author, and project manager with more than seven years of experience. With a consulting background, I am always punctual, an excellent communicator, and diligent with my work. I actively work with the World Bank Group, am a Top Writer in Artificial Intelligence on Medium (see oyalcin.medium.com), and published a technical book with Apress (see apress.com/gp/book/9781484265123). With an extensive background in different fields, including law, entrepreneurship, finance, and artificial intelligence, I have domain knowledge in various areas. You can find some of the topics that I am experienced in: 

DATA SCIENCE 

  • Storytelling with data in English & Turkish 
  • Data Analytics with Python (pandas, NumPy), R, Javascript (danfo), Excel 
  • Clean data, extract features, and apply NLP techniques using NLTK, SparkSQL, pandas, NumPy, or Excel; 
  • Scientific calculation with Scipy (e.g., fit functions, mathematical operations) 
  • Dealing with Big Data using parallel processing and Spark 


DATA VISUALIZATION 

  • Data Visualization with Plotly, Plotly.js, Matplotlib, Seaborn, D3.js, ggplot2; 
  • Map Generation with Leaflet and MapBox; 
  • Dashboard Development with Plotly Dash (Flask, React, Bootstrap) 


MACHINE LEARNING and ARTIFICIAL INTELLIGENCE 

  • Building and training traditional machine learning models using Scikit Learn and Spark Python 
  • Building and training deep learning models in a wide variety of areas NLP, computer vision, predictive analytics, image generation, sentiment analysis, and image captioning 
  • Building any Deep Learning models for Supervised, Semi-supervised, and Unsupervised learning tasks, including ANNs, CNNs, RNNs, Transformers, GANs, Autoencoders, and more 
  • Building models using Transfer Learning and fine-tuning 


TECHNICAL WRITER 

  • Writing technical reviews about a product. 
  • Writing tutorials for well-known technologies such as TensorFlow, pandas, Plotly, Dash, - Flask, and more. 


CONSULTING, TUTORING, AND TRAINING 

  • Providing consulting, tutoring, and training in fundamental data-related subjects such as programming (e.g., Python, Javascript), machine learning concepts (e.g., CNNs, RNNs, GANs), machine learning libraries (e.g., pandas, TensorFlow, PyTorch, Scikit Learn, Plotly, Dash), and more.

About

$80/hr Ongoing

Download Resume

🏆 Ph.D.-Level Data Scientist and Project Manager.

I am a Ph.D.-level data scientist, technical author, and project manager with more than seven years of experience. With a consulting background, I am always punctual, an excellent communicator, and diligent with my work. I actively work with the World Bank Group, am a Top Writer in Artificial Intelligence on Medium (see oyalcin.medium.com), and published a technical book with Apress (see apress.com/gp/book/9781484265123). With an extensive background in different fields, including law, entrepreneurship, finance, and artificial intelligence, I have domain knowledge in various areas. You can find some of the topics that I am experienced in: 

DATA SCIENCE 

  • Storytelling with data in English & Turkish 
  • Data Analytics with Python (pandas, NumPy), R, Javascript (danfo), Excel 
  • Clean data, extract features, and apply NLP techniques using NLTK, SparkSQL, pandas, NumPy, or Excel; 
  • Scientific calculation with Scipy (e.g., fit functions, mathematical operations) 
  • Dealing with Big Data using parallel processing and Spark 


DATA VISUALIZATION 

  • Data Visualization with Plotly, Plotly.js, Matplotlib, Seaborn, D3.js, ggplot2; 
  • Map Generation with Leaflet and MapBox; 
  • Dashboard Development with Plotly Dash (Flask, React, Bootstrap) 


MACHINE LEARNING and ARTIFICIAL INTELLIGENCE 

  • Building and training traditional machine learning models using Scikit Learn and Spark Python 
  • Building and training deep learning models in a wide variety of areas NLP, computer vision, predictive analytics, image generation, sentiment analysis, and image captioning 
  • Building any Deep Learning models for Supervised, Semi-supervised, and Unsupervised learning tasks, including ANNs, CNNs, RNNs, Transformers, GANs, Autoencoders, and more 
  • Building models using Transfer Learning and fine-tuning 


TECHNICAL WRITER 

  • Writing technical reviews about a product. 
  • Writing tutorials for well-known technologies such as TensorFlow, pandas, Plotly, Dash, - Flask, and more. 


CONSULTING, TUTORING, AND TRAINING 

  • Providing consulting, tutoring, and training in fundamental data-related subjects such as programming (e.g., Python, Javascript), machine learning concepts (e.g., CNNs, RNNs, GANs), machine learning libraries (e.g., pandas, TensorFlow, PyTorch, Scikit Learn, Plotly, Dash), and more.

Skills & Expertise

AlgorithmsAnalyticsD3.jsData AnalysisData ModelingData VisualizationFlaskMachine LearningModelingPower BIPythonReact

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