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.
Currently engaged in the development of a website for a UK-based startup, Parcks, which involves converting UI/UX designs from Figma into functional code. A portion of the website is already live on the companys domain, accessible at https://parcks.com
- React, Chakra UI
NFT Market Place App
A react native(UI), FastAPI (Server) and MySQL(DB) non-fungible token market place where users can create NFTs, bid on other users' NFTs and get recommended NFT'S by a machine learning content-based filtering recommendation engine
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, JSON, SQL, MySQL, Redis, PHP, Botman, Restful & SOAP APIs, Python, FastAPI, C++, Twilio, Node Js, Express Js, Mongo DB Africa is Talking
ETL, EDA, Data Visualization, NumPy, Pandas, Scikit-learn, Matplotlib, Seaborn, TensorFlow, Keras, Machine & Deep Learning Algorithms, Streamlit, Dialogflow, NLP, NLTK, Spacy, Gensim, fastText, Recommender Systems.
Other Tools & Skils
Git & GitHub, Git Lab, Docker, UML, A/B Testing, Pytest, Jest, Cypress, Web Scraping, Cloud Technologies, Postman,System Design, Design Patterns, People Skills, Presentation Skills, Linux, Microsoft Office.
Started my Technical Lead role at Weblogic Botswana.
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.