Welcome to my AI for Healthcare Dungeon and Lab, a nexus of the digital universe where data science converges with innovation, exploration, and unwavering curiosity. My primary goal is to transform the healthcare system and infrastructure through technology, devising solutions that will overhaul the system for the improved well-being of the population. So help me God.
As a Data Scientist, Developer, Writer, and Researcher, I am dedicated to leveraging artificial intelligence to improve human lives. My medical background as a Medical Clinical Officer provides a distinctive insight into AI applications, especially in healthcare.
My expertise spans Machine Learning, Deep Learning, Computer Vision, Natural Language Processing, and Generative AI, where I engage both as a Researcher and a Developer.
My journey into the realm of AI began with a deep-seated passion for leveraging technology to solve real-world problems. I aim to explore a diverse array of domains where AI has the potential to revolutionize processes, enhance efficiency, and save lives.
I envision a future where Africa stands at the forefront of the AI revolution, propelled by a cadre of zealous, ambitious, and skilled professionals. My goal is to be at the vanguard of this movement, driving innovation, fostering collaboration, and bridging the gap between cutting-edge technology and real-world applications.
- Healthcare: Radiology, Surgery, Medical Research, Epidemiology, Drug Discovery.
- Transportation: Autonomous Vehicles, Hypersonic Speed Vehicles, Unmanned Vehicles for Healthcare.
- IoT, Robotics, and Embedded Systems: Chronic disease trackers, Bionic organs and prothestics,Doctor assistants, etc.
- Security: If amalgamated with Blockchain, imagine the infinite possibilities to security. One of the most important aspects in Health.
- Education: AI Village Health Assistants, AI powered Tutors, Assistant Physicians.
- Finance: Adaption to AI in management of Healthcare related Finance.
- Governance: Voting systems, Resource Allocation Algorithms, This can be adapted for governments too. AI + Blockchain🤍
- 🌐 Python
- 🗃️ SQL | MongoDB | PostgreSQL
- 🤖 Supervised Learning | Unsupervised Learning | Gradient Boosting | Ensemble Learning | Model Evaluation | Validation | Loss Optimization | Hyperparameter Tuning
- 🛠️ Feature Selection | Feature Extraction | Dimensionality Reduction | Imputation | Scaling | Encoding
- 📊 Pandas | NumPy | Data Cleaning | Exploratory Data Analysis
- 📈 Matplotlib | Seaborn | Bokeh | Plotly | Folium
- 🧠 TensorFlow | PyTorch | Keras | Albumentations | Convolutional Neural Networks (CNN) | Generative Adversarial Networks (GAN) | Long Short-Term Memory (LSTM), GRUs,RAGs, LLMs
- 📸 Image Classification | Object Recognition | Image Processing | OpenCV | Object Detection | Object Segmentation | Object Tracking | Facial Recognition
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🖲Computer Vision: -> ResNets, MedMamba,Inception ResNets, Mask R-CNNs.
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🗣LLMs: -> Llama3, Llama3, Sonnet 3.5, GPTs, BERTs, Transformers.
- Lightning.ai, Hugging face, Detectron, unslothai
- 🐱 GitHub
- MicroscopyNets: Link
- Residual Deep Learning from Scratch using Pytorch: Link
- SkinNets (Ongoing Project): Link
- ScanNets(FineTuning InceptionResNetsv2, MedMamba and ResNets50): Link
- SpineNets (Ongoing Project): Link
- tutorAI (Ongoing Project): Link
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I am driven by the belief that AI has the power to transform lives, empower communities, and reshape the future of our planet. Whether it's through outsmarting AI, explaining its intricacies, or operating its complex systems, I am committed to pushing the boundaries of what's possible and unlocking the full potential of artificial intelligence.
Join me on this exhilarating journey as we explore the frontiers of AI together. Whether you're a fellow enthusiast, a seasoned professional, or simply curious about the world of data science, I invite you to connect, collaborate, and co-create a future where technology serves as a force for good.
Feel free to reach out via email or connect with me on LinkedIn or Twitter. 🚀
