About Me

With a foundation in Petroleum Engineering, I pivoted to Data Science to solve problems that required not just mechanical precision, but algorithmic intelligence. This background gives me a unique perspective on optimizing complex systems, whether it's fluid dynamics in a well or information flow in a neural network.

Today, I focus on building robust AI systems that drive business value. From fine-tuning Large Language Models for clinical reasoning to deploying real-time forecasting dashboards, I bridge the gap between theoretical research and production-grade software.

Technical Skills & Expertise

Languages & Core

Python

For robust data manipulation, advanced statistical analysis, and building scalable machine learning models.

SQL

For complex querying, data extraction, and managing large-scale relational databases to drive insights.

JavaScript/TypeScript

For integrating AI models into web applications and building interactive frontend interfaces.

Machine Learning & AI

PyTorch & TensorFlow

For designing, training, and deploying deep learning architectures, from computer vision to LLMs.

Scikit-learn

For implementing classical machine learning algorithms for predictive modeling and classification tasks.

Hugging Face & spaCy

For building state-of-the-art Natural Language Processing pipelines and fine-tuning transformers.

Data Engineering & Cloud

Docker

For containerizing applications to ensure consistent environments and reproducible deployments.

GCP & Azure ML

For leveraging cloud infrastructure to train models on GPUs and deploy AI solutions at scale.

Flask & Streamlit

For creating lightweight, high-performance APIs and interactive data apps to serve models.

Tools & Analytics

Git & CI/CD

For maintaining rigorous version control and automating testing pipelines in collaborative environments.

Tableau & Dash

For translating complex datasets into intuitive visualizations that drive stakeholder decision-making.

Professional Experience

Data Scientist

Aug 2025 - Present

Hesed Edusuite

Lagos, Nigeria

Designed and deployed interactive dashboards using Chart.js to monitor key educational performance metrics.
Reduced manual reporting time and improved visibility into attendance/finance trends.
Resolved critical bugs in the report generation workflow for several schools, ensuring accurate data processing for thousands of student records.

Machine Learning Engineer & Data Scientist

Aug 2020 - Present

Independent Consultant (Via Upwork)

Remote

Fine-tuned BERT (SecRoBERTa) to predict MITRE ATT&CK techniques, achieving 86.47% precision.
Extracted key product details from e-commerce websites using Selenium and BeautifulSoup.
Built an LSTM-based RNN model for temperature forecasting and containerized with Docker.
Provided technical consulting on ML strategies guiding clients toward improved project outcomes.

Data Science / Chatbot Development

Jun 2022 - Mar 2023

Telesoft

Los Angeles, CA (Contract)

Led development of core functions for a recruitment chatbot using Dialogflow.
Improved user experience through robust fallback mechanisms.
Integrated logical functions and API connections using JavaScript and regex.
Reduced database errors with refined error-handling logic.

Machine Learning Engineer

Jul 2021 - Mar 2022

OctoShrew

Cambridgeshire, UK (Contract)

Executed NLP pipeline that boosted downstream model accuracy by 15% using NLTK, spaCy, and regular expression.
Engineered custom SEO data pipeline using Zyte Proxy Manager and Google Search API for information retrieval and Weasyprint for structured reporting.

Machine Learning Engineer

Apr 2020 - Oct 2020

Aeolus

Bangalore, India

Spearheaded data collection initiatives that strengthened models’ inputs and improved predictive accuracy by 20%.
Led multiple code reviews and provided actionable feedback that elevated code quality.

Education

University of Lagos

B.Sc. Petroleum Engineering

CGPA: 4.46 / 5.0

Research: Early detection of undesirable events in oil wells using machine learning.