Ejiabor Rita

Projects

Every project here started as a question worth answering: how do you predict antibiotic resistance from a genome? Can census data speak clearly enough to inform policy?

2026

Requence: Genomic AMR Prediction (LaaS)

An antimicrobial resistance prediction and surveillance platform that turns pathogen DNA into explainable risk reports within hours instead of days.

Explainable JSON risk reports; 99% confidence reliability

  • Python
  • Scikit-learn
  • Gradient Boosting
  • SHAP
  • BioPython
  • FastAPI
2025

ExamAI: RAG Study Assistant

Upload lecture notes (even the garbled ones) and get answers, follow-up questions and MCQ quizzes, plus the exact retrieved context behind every answer.

Deployed; multi-layered retrieval solved garbled-PDF relevance

  • LangChain
  • Gemini
  • Groq Llama3
  • Pinecone
  • BM25
  • Streamlit
2025

U.S. Socioeconomic Income Risk Classifier

A census-scale income classifier benchmarking five algorithms with rigorous validation, feature dependency testing, and hyperparameter tuning.

ROC-AUC 0.8949 · precision 70.6% → 83.5%

  • Python
  • Scikit-learn
  • Pandas
  • Seaborn
  • GridSearchCV
2025

VeriTrue: Counterfeit Risk Detection Engine

Similarity-based vector search engine scoring product authenticity against a high-density database, with sub-100ms retrieval latency.

99.8% uptime · sub-100ms retrieval

  • FastAPI
  • Pinecone
  • llama-text-embed-v2
  • Render
2025

HomeTown Atlas

An AI guide replacing generic routes with personalized, story-filled journeys across African cities, live in Nigeria, Kenya and Ethiopia.

3rd place, NSK.AI Bootcamp hackathon

  • Gemini
  • LangChain
  • FAISS
  • MongoDB
  • Streamlit
2025

Heart Failure Clinical Risk Predictor

A deployed logistic regression service scoring heart-failure risk in real time from clinical indicators.

Live production deployment on Render

  • Flask
  • Scikit-learn
  • Joblib
  • Gunicorn
  • Render
2025

Smart Schedule Recommender

Kaggle Generative AI Intensive capstone: a schedule-aware recommender built and shipped in five days.

Kaggle certificate + badge

  • Gen AI
  • Python
2026

Oracle - All Seeing Eye

Oracle is a behavioral intelligence engine. It learns from a user’s observed activity across the ecosystem in order to form an Opinion.

  • PyTorch
  • Plotpy
  • Neural sequence encoder
2026

Project E-Link

Project E-Link aimed to tackle the e-waste crisis in Nigeria by training the youths on how to recycle old electronic waste

  • Education
  • Pollution
  • Recycling
  • Electronic Waste
  • Community Building