Data Scientist

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Data Scientist
ID : 1503
Education level  : Master's degree
Work experience level  : Associate- (1-2 year experience)
Work experience in total  : Years
Job type  : Online
Job time  : Maandelijks
Last date of registration :
2022-11-24
Profile description

Data Scientist experience creating machine learning models and retraining systems and transforming data science prototypes to
production-grade solutions. Consistently optimizes and improves NLP systems by evaluating strategies and testing changes in machine
learning models.

Work experience In details :
Job position
Job description

Machine Learning NLP Engineer - Binary6 - (2020-2022)

  • Instrumental in researching, prototyping, designing, implementing and evaluating machine learning models for the Automatic Essay Scoring System engine of the Pearson Knowledge Technologies.
  • Applied various transfer-learning techniques using pre-trained word-embeddings like Glove, fastText, Glove, BERT, Universal Sentence Encoder for text similarity tasks.
  • Digging deep into the millions of data records and performing data exploratory analysis using interactive Jupyter notebooks using pandas/ numpy/ matplotlib and presented the findings to the managers.

Graduate Research Assistant - (2021-2022)

  • Researched, prototyped (from research papers), built features and optimized (hyper-parameter tuning) the state-of-the-art machine learning and deep learning techniques like SVM, Logistic Regression, Random Forest regression, LSTM, CNN etc., using scikit-Learn, keras, tensorflow on CPU/GPU environments for Threating text-classification.
  • Worked on Research Paper “Threating Language and Target identification at Tweet Level using Supervised Learning” as a “CoAuthor”
Hard skills
  • Machine Learning Expertise
  • Natural Language Processing
  • Deep Learning, Data Analysis
  • Python, MySQL, Django
  • Jupiter , Colab , Github
  • Scikit-Learn, Scrapy, Transformers
Soft skills
Achievements

Certifications:

  • Data Analysis in Python – Coursera
  • Applied Data Science with Python – IBM Skill Network
Special notes

Data Scientist experience creating machine learning models and retraining systems and transforming data science prototypes to
production-grade solutions.

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