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SyntheticGestalt KK / Machine learning engineer
My Github: https://github.com/kensaku-okada
AI business and R&D in a global environment, currently Pharma * AI. see my Linkedin for more detail - https://www.linkedin.com/in/kensaku-okada-21179530/
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• 202312 ~ Current (MR Copilot for a medical product - Generative AI/LLM project) - Leading an in-house AI system development project utilizing LLM (MR Copilot) for a medicine. The product summarises medical sales reps (MRs) meeting notes with HCPs, and recommend the next
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Data Science Web infrastructure construction on GCP with AWS See my Linkedin for more detail - https://www.linkedin.com/in/kensaku-okada-21179530/
• Working as a Cybersecurity researcher and a data scientist for the application of machine learning to Cybersecurity, now renovating the cloud infrastructure for it on AWS (Docker on EC2(Reserved/Spot instance, EC2 Template), S3, Route53, VPC related service (Availability Zone, Private/Public Subnet, Route Table, IGW/NAT Gateway, Securi
Research assistant at CEAC (Controlled Environment Agriculture Center) with a research assitantship (FTE 0.33) • Took computer science courses: Introduction to Machine Learning, Artificial Intelligence, Optimiation, DBMS, etc. • Academic Transcript: https://drive.google.com/file/d/1BJSRKjcZtSvo6i5_QtiDFonwi8xA8WnF/view?usp=sharing
• While working, took engineering and computer science courses a non-degree credit-earning student (GPA: 2.97, 29 units) • Studied about differential equation, linear algebra, (statistical) thermodynamics, fluid dynamics, heat tr
• Bachelor of Science in Agricultural Economics (GPA: 3.27, 162 units) • Studied/Researched about Agricultural economics, global food distribution, and various biotechnology and agronomy
• Studied as an exchange student • Acquired academic research/interview skills, and data collection and analysis skill in a foreign country. • Conducted research for graduation thesis “Consumers’ real demand for perishable foods and r
• Took courses at these universities with the unit exchange system • Got A–level in Business Strategy, Asset Management, and Social Psychology, International Organization Law, Music Composition I, English Conversation III. , Management of Education
This stores the deep learning codes (jupyter notebook) introduced at an deep learning online course (https://www.udemy.com/deeplearning/learn/v4/t/lecture/6743978?start=1095). The explained algorithms were: ANN Convoluted NN (CNN) Recurrent NN (RNN), mainly Long-short Term Memory (LSTM) Self Organizing Map (SOM) Restricted Boltzmann Machine, Auto Encoders The certificate is at https://github.com/kensaku-okada/DeepLearningA-Z
