Vasileios

Rising Codementor

US$10.00

For every 15 mins

ABOUT ME

Data Scientist, Ph.D.

Data Scientist with a clear, logical mind and a practical approach in problem solving. Open-minded, ambitious and eager to learn person, with genuine interest in Data Science & Deep Learning areas. Acquired a wealth of knowledge and skills through work experience in various creative industries and academic roles.
Expertise in data pre-processing methods and training high quality and robust models to decipher meaningful patterns from data, in the most effective way possible, taking client relationship very seriously.

English

Athens (+03:00)

Joined July 2018

EXPERTISE

Data Science

4 years experience

I have experience in applying Machine Learning on a variety of domains. Some include bank transactions, text, timeseries, network traffic...

I have experience in applying Machine Learning on a variety of domains. Some include bank transactions, text, timeseries, network traffic and many more data. I spent a substancial amount of my free time to perfectionize my skills in the areas of model explainability, efficient ML pipeline construction, data cleansing and software engineering.

Pandas Machine Learning PyTorch TensorFlow Deep Learning Weka NumPy Python

Python

4 years experience

I use python for the last 4 years from powering machine learning pipelines to performing model explainability.

Pandas Weka NumPy

Pandas Weka NumPy Python

REVIEWS FROM CLIENTS

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EMPLOYMENTS

Data Scientist

Deutsche Telekom

2021-06-01-Present

- Working on personalised recommendation engines for MagentaTV DE. - Serve high quality personalised recommendations to the users using s...

- Working on personalised recommendation engines for MagentaTV DE. - Serve high quality personalised recommendations to the users using state-of-the-art approaches like xDeepFM - Data conditioning and feature engineering

Machine Learning

Python 3

Data Science

Machine Learning

Python 3

Data Science

Deep Learning

TensorFlow

Data Modelling

PyTorch

Data Scientist

Propulsion Analytics

2019-01-01-Present

The main responsibilites of my current role as a data scientist are: - Extract insights from timeseries data through careful analysis. - ...

The main responsibilites of my current role as a data scientist are: - Extract insights from timeseries data through careful analysis. - Perform data cleansing and transformation. - Train, validate and explain machine learning model performance. - Deploy machine learning models. - Communicate the results to the stakeholders.

Keras

Machine Learning Engineer

Freelance

2017-09-01-2019-10-01

- Applied supervised and unsupervised algorithms to different problem domains (Banking, Finance, Bio-medicine, Spam texting). - Imple...

- Applied supervised and unsupervised algorithms to different problem domains (Banking, Finance, Bio-medicine, Spam texting). - Implemented DL architectures for image classification, face detection, time-series prediction, and sequence prediction.

Python

TensorFlow

Keras

Python

TensorFlow

Keras

PROJECTS

Malicious Network Traffic DetectionView Project

2018

- Performed EDA on the dataset. - Cleaned the erroneous observations and performed the necessary statistical transformations. - Anlayzed ...

- Performed EDA on the dataset. - Cleaned the erroneous observations and performed the necessary statistical transformations. - Anlayzed the data and extracted insights that I later communicated to the stakeholders. - Train and evaluated the appropriate ML models. - Wrote the deployment code.

Pandas

Physical Distaster Classification on Twitter text data

2019

During the development of that project I assisted in the following tasks: - Data acuisition. - Text cleaning and transformation (Word2Ve...

During the development of that project I assisted in the following tasks: - Data acuisition. - Text cleaning and transformation (Word2Vec/Doc2Vec). - Text analysis and predictive modelling (CNN & traditional ML models).

NumPy

Pandas

Keras

NumPy

Pandas

Keras