Building Intelligent, Production-Grade ML Systems.

Machine Learning Engineer specializing in End-to-End Deployment, Generative AI, and Scalable Architectures.

Python TensorFlow PyTorch Docker GitHub Actions FastAPI AWS MLflow
Work Resume
Oluwanifemi Precious Oke

Featured Projects

Engineering Research into Production Reality

E-Commerce Recommender

Hybrid E-Commerce Recommender

Engineered a hybrid recommendation engine combining VAE for discovery and SASRec for intent. Optimized for Long-Term Value (LTV) using Reinforcement Learning.

TensorFlow FastAPI Docker Recall@10: 8.72%
Credit-Scout Risk Engine

Credit-Scout Risk Engine

Real-time fraud detection system solving the "Black Box" problem. Combines LSTM detection with SHAP explainability and Llama 3.3 for automated reporting.

LSTM SHAP Llama 3 Streamlit
ACE Bot

ACE Bot: Student Success Agent

Multi-modal RAG assistant processing PDFs and images via OCR. Predicts student performance using ML classifiers on interaction data.

LangChain RAG Gemini API Firestore

Specialized Research

Deep Dives & Model Tuning

"Jack" - Secure Code Agent

Fine-tuned Llama-3 8B to auto-detect vulnerabilities (SQLi, XSS). Achieved 88.0% pass rate on Bandit benchmarks using Unsloth/PEFT.

LLM Fine-Tuning Cybersecurity

NFL Big Data Bowl 2026

Ensemble deep learning system (XGBoost + LSTM) predicting player trajectories. Engineered "Ball Pursuit Efficiency" metric achieving 4.425 RMSE (28% improvement).

Analysis Chart

Experience

Mobile & Flutter Developer (Intern)

Alliance Consulting | Lagos, Nigeria
  • Developed cross-platform mobile applications using Flutter and Firebase
  • Gained foundational software engineering skills in state management and API integration

Certifications

Professional Credentials & Continuous Learning

IBM Machine Learning Professional Certificate

IBM Machine Learning Professional Certificate

Comprehensive specialization covering Deep Learning, Reinforcement Learning, and Deployment.

Coursera IBM
Docker & Kubernetes Certification

Containers w/ Docker, Kubernetes & OpenShift

Hands-on training in containerization, orchestration, and cloud-native application deployment.

Coursera Docker Kubernetes

Skills

Technical Proficiency & Soft Skills

Languages

  • Python
  • SQL
  • Dart

Frameworks

  • TensorFlow & Keras
  • PyTorch
  • Scikit-learn

LLM / GenAI

  • LangChain
  • RAG Systems
  • Hugging Face

MLOps & Cloud

  • Docker
  • FastAPI
  • GitHub Actions
  • MLflow

Soft Skills

  • Technical Documentation
  • Problem Solving
  • Team Collaboration
  • Agile Development
  • Adaptability