My government names are Otsogile Onalepelo, but mine is Morena. I am an experienced self-taught software engineer, a qualified AI engineer, and an allied health professional. A multipotentialite, if you may. With the ability to quickly learn complex things on a need-to-know basis and apply them.
Toro Clinic Website
Toro Clinic is an out patient clinic located in Palapye, Botswana. I developed its website which plays a vital role in the clinic’s digital marketing and transformation strategy and it makes it easy for clients to schedule appointments online.
NFT Market Place App
A react native(UI), FastAPI (Server) and MySQL(DB) non-fungible token market place where users can create NFTs and bid on other users' NFTs.
Breast Cancer Classification PWA
An end-to-end PWA and a supervised machine learning (random forest) project which classifies patients’ abnormal masses of cells (tumors) as either benign (non-cancerous) or malignant (cancerous). The model had a 0.99 AUC score, 0.99 Accuracy, 1.0 Precision, 0.97 Recall, and a 0.99 F1-score for class 0 (Cancerous Tumors).
Medical Insurance Cost Prediction PWA
Another end-to-end PWA and a machine learning (linear regression) project to predict the medical insurance cost of a person. The model yielded an R2 score of 0.79
Pneumonia Prediction PWA
This is an end-to-end PWA and a convolutional neural network (CNN) project that classifies chest x-ray images of patients with lung disease (pneumonia) and those who do not have lung disease (normal). The model had a 0.90 AUC score, 0.91 Accuracy, 0.92 Precision, 0.94 Recall, and a 0.91 F1-score for class 0 (Pneumonia).
Ithute Motswana Website
This was a scholarship application portal. I recruited like-minded Batswana and established an NGO, developed its website and social platforms. We sought to help Batswana get international scholarships and managed to help several students win fully funded scholarships.
- Materialize CSS
I've worked with a range of technologies, from web development through cross-platform mobile development to artificial intelligence.
XML, SQL, MySQL, Redis, PHP, Botman, Restful & SOAP API’s, Python, FastAPI, C++, Twilio, Africa is Talking
ETL, EDA, Data Visualization, NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, TensorFlow, Keras, Machine & Deep Learning Algorithms, Streamlit, Dialogflow, MLOps.
Other Tools & Skils
Git & GitHub, UML, A/B Testing, Pytest, Jest, Cypress, DevOps, Cloud Technologies, Postman, System Design, Design Patterns, People Skills, Presentation Skills, Microsoft Office.
Got a Masters degree in Biomedical Engineering specializing in Bioinformatics and Machine Learning.
Started my CTO role at Toro Clinic.
Got a Bachelors degree in Clinical Informatics.
Got an information technology internship at Always Open Clinic.
Started my software engineering journey.