I am an engineer and artist. I believe the democratization of AI and technology allows us to continue pushing the boundaries of what is possible. We get to seek our souls, be it in music, art, gaming, medical research and other areas of human experience.
Being at the beginning of my career, I am excited at the prospect of working with different technologies in both the open source community and closed systems.
I am particularly interested in Machine Learning, Data Science and Python developer roles.
Education
Machine Learning
2022
Google SSA Machine Learning Bootcamp
• Successfully completed Deep learning specialization and TensorFlow specialization.
• Built neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers and learned how to improve them with strategies such as Dropout, Batch Norm and Xavier/He initialization.
• Tackled cases such as speech recognition, music synthesis, art generation with neural style transfer, chatbots, machine translation, natural language processing and computer vision.
Data Science Specialization
2022
IBM via Coursera
• Acquired a deep understanding of Data Science through courses ranging from exploring its methodology, data analysis, data visualization, SQL databases to Python for AI and development.
Machine Learning
2021
Stanford University via Coursera
• Coded MATLAB scripts for linear and logistic regression, multi-class classification, SVMs, K-means clustering, anomaly detection and recommendation systems.
• Reviewed machine learning system design principles, with a focus on identifying and mitigating bias and overfitting in neural network models.
Scientific Computing with Python
2021
Freecodecamp
Mechatronics Engineering
2021
Dedan Kimathi University of Technology
Digital Triplet
• Automated an industrial process control machine by integrating face recognition security access and a voice assistant as part of a final year team project.
• The project is featured on the university’s YouTube channel.
Awards
Deep Learning Specialization Certificate
2022
In this specialization, I :
• Built neural network architectures such as Convolutional Neural Networks, Recurrent Neural Networks, LSTMs, Transformers and learned how to improve them with strategies such as Dropout, Batch Norm and Xavier/He initialization.
• Mastered these theoretical concepts, learned their industry applications using Python and TensorFlow, and tackled real-world cases such as speech recognition, music synthesis, chatbots, machine translation, natural language processing, and more.
Credential URL: https://www.coursera.org/account/accomplishments/specialization/certificate/YU95UVQBMTNE
Introduction to TensorFlow for Artificial Intelligence, Machine Learning and Deep Learning Certificate
2022
Credential URL:
https://www.coursera.org/account/accomplishments/certificate/PJG5SRSGHKWB
Convolutional Neural Networks in TensorFlow Certificate
2022
Credential URL:
https://www.coursera.org/account/accomplishments/certificate/E5ZFEJGYA35T
Natural Language Processing in TensorFlow Certificate
2022
Credential URL:
https://www.coursera.org/account/accomplishments/certificate/YWY68HH6NH9D
Sequences, time series and prediction certificate
2022
Credential URL:
https://www.coursera.org/account/accomplishments/certificate/QKGBN72MA4MG
Data Visualization with Python
2022
Credential URL:
https://www.coursera.org/account/accomplishments/verify/74A9CE5YHMG5?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Data Analysis with Python certificate
2022
Credential URL:
https://www.coursera.org/account/accomplishments/verify/RNDQ2C9MB343?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Databases and SQL for Data Science with Python certificate
2022
Credential URL:
https://www.coursera.org/account/accomplishments/verify/9P2BNWYSPMSG?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Python Project for Data Science certificate
2022
Credential URL:
https://www.coursera.org/account/accomplishments/verify/JULBM78J9AQU?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Python for Data Science, AI and Development certificate
2021
Credential URL:
https://www.coursera.org/account/accomplishments/verify/M3J8P2BEEW45?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Data Science Methodology certificate
2021
Credential URL:
https://www.coursera.org/account/accomplishments/verify/BSPGKQDFTSD9?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Tools for Data Science certificate
2021
Credential URL:
https://www.coursera.org/account/accomplishments/verify/KUPZY77VYJFQ?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
What is Data Science? Certificate
2021
Credential URL:
https://www.coursera.org/account/accomplishments/verify/BPA8MA8PS9VJ?utm_source=link&utm_medium=certificate&utm_content=cert_image&utm_campaign=sharing_cta&utm_product=course
Scientific Computing with Python certificate
2021
Credential URL:
https://www.freecodecamp.org/certification/runo_hr/scientific-computing-with-python-v7
