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Hello, I’m

Chibundum Adebayo

A Data Scientist & Computational Linguist

Resume View my Work
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About Me

I am a data scientist with more than a year experience in building machine learning models. I am interested in building inclusive language technlogies for under-represented languages which includes African languages.

I am currently improving my knowledge in Software Engineering and Data Structures/ Algorithms to ensure models efficiency in production.

Research Interests

  1. Natural Language Processing
  2. Low Resourced NLP
  3. Computational Linguistics
  4. Multimodal Information Retrieval
  5. Multilingual Speech Recognition

Tech Stack

  • Python
  • PyTorch
  • Pandas
  • NumPy
  • Spacy
  • Scikit-Learn
  • Rasa NLP Framework
  • LangChain
  • HTML5
  • CSS3
  • JavaScript
  • Django Web Framework
  • Flask
  • MySQL
  • Tableau

My Recent Works

First-aid chatbot for Domestic Accidents

A NLP chatbot for providing first aid procedures for domestic accidents.

  • Custom dataset on 70 domestic accidents common to Nigeria
  • Deployed model on Digital Ocean
  • Chatbot accessible on Telegram
  • Natural Language Processing
  • Transformers
  • Rasa NLP Framework
  • Conversational Bots

Language Models Implementation

Implementation of the architectures of different neural language models.

  • Custom dataset on 70 domestic accidents common to Nigeria
  • Deployed model on Digital Ocean
  • Chatbot accessible on Telegram
  • Natural Language Processing
  • Neural Networks
  • MLPs
  • N-grams
  • Transformers

Seq2Seq-Chatbot

A Seq2Seq (LSTM Encoder-Decoder) Chatbot architecture that translates Deutsch(German) texts to English.

  • Custom dataset on 70 domestic accidents common to Nigeria
  • Deployed model on Digital Ocean
  • Chatbot accessible on Telegram
  • Machine Translation
  • Language Models
  • Pytorch TorchText
  • Vocabulary Building

Landmark Classification & Tagger

Built a CNN model predicting the location of an image using landmarks detected in the image.

  • Custom dataset on 70 domestic accidents common to Nigeria
  • Deployed model on Digital Ocean
  • Chatbot accessible on Telegram
  • Computer Vision
  • Transfer Learning
  • Object Segmentation
  • PyTorch

AirBnB Clone Full-stack Project (In Progress)

Replicating the web infrastructure of AirBnB website.

  • Custom dataset on 70 domestic accidents common to Nigeria
  • Deployed model on Digital Ocean
  • Chatbot accessible on Telegram
  • Full-stack Development
  • APIs
  • Database storage
  • Unit Testing
  • DevOps

Have any project on mind?

I am open to work related to data science, data engineering, machine learning. In search of roles that provide continous learning and growth.

Get In Touch