Damilare Omole
Data Scientist adept at translating complex data into actionable insights.
Recent Projects
An intelligent agent system that combines MySQL database interactions with retrieval-augmented generation for enhanced data querying and analysis.
Deep learning models for Bitcoin price prediction using on-chain data, featuring CNN-LSTM, LSTNet, and TCN architectures.
Innovative price prediction system combining chart image analysis with market data using multimodal deep learning.
Skills & Research Interests
Programming
Python, SQL, and MATLAB.
Machine Learning
Supervised learning, unsupervised learning, and deep learning architectures.
Natural Language Processing
Text classification and sentiment analysis.
Generative AI
Prompt engineering, retrieval-augmented generation (RAG), AI agents.
MLOps & Deployment
Git, Docker, CI/CD, and model monitoring systems.
Data Engineering
Data preprocessing, feature engineering, ETL pipelines, and data quality assurance.
Operations Research
Mathematical optimization, decision analysis, resource allocation, and supply chain management.
Systems Thinking & Modeling
Complex systems analysis, simulation systems, and sustainable solutions design.
Publications
Published Papers
Under Review
Using Machine and Deep Learning Models, On-Chain Data, and Technical Analysis for Predicting Price Direction and Magnitude
Multimodal Price Prediction Model Using Chart Images and Market Data
Who is Damilare?
Damilare holds a Ph.D. in Systems Engineering from Missouri University of Science and Technology, where he specialized in applying computational intelligence and systems theory to analyze the behavior of cryptocurrency market. His background in Systems Engineering and Operations Research underpins his holistic perspective on problem solving; it allows him to address complex challenges from multiple angles and devise innovative strategies.
During his studies, he developed a passion for working with data, particularly in designing machine learning and deep learning frameworks to solve practical problems. He is dedicated to creating intelligent systems that offer meaningful solutions, and he continually seeks opportunities to learn, collaborate, and contribute to the rapidly evolving world.
Contact Me
If you have any questions or simply want to connect, feel free to reach out through any of the platforms below.
