Hey There!

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.

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Projects

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.

Tech Stack:
  • HTML
  • Bootstrap
  • JavaScript
  • PHP
  • MySQL

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.

Tech Stack:
  • Expo
  • MySQL
  • FastAPI

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).

Tech Stack:
  • React
  • Python
  • FastAPI
  • Sklearn

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

Tech Stack:
  • React
  • Python
  • FastAPI
  • Sklearn

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).

Tech Stack:
  • React
  • Python
  • FastAPI
  • Keras
  • Tensorflow

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.

Tech Stack:
  • HTML
  • Materialize CSS
  • jQuery
  • PHP
  • MySQL

Technologies

I've worked with a range of technologies, from web development through cross-platform mobile development to artificial intelligence.

  • Front-End

    HTML, CSS, Bootstrap, Tailwind CSS, Materialize CSS, Chakra UI, JavaScript, jQuery, Ajax, JSON, React, React Native, Expo, SEO, WPO, PWA

  • Back-End

    XML, SQL, MySQL, Redis, PHP, Botman, Restful & SOAP API’s, Python, FastAPI, C++, Twilio, Africa is Talking

  • Artificial Intelligence

    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.

Timeline

Building Intelligent Software Systems