Isaac Adedokun - Software Engineer And Machine Learning Scientist - Software Engineer and Machine Learning Scientist

About

Highly accomplished Software Engineer and Machine Learning Scientist with 3+ years of experience developing and deploying scalable AI/ML solutions and robust backend systems. Proven ability to leverage cloud platforms (AWS, GCP, Azure) and cutting-edge technologies like LLMs, TensorFlow, and Flask to drive impactful results in data science, web development, and financial forecasting. Eager to apply expertise in full-stack development and advanced analytics to solve complex challenges in a dynamic tech environment.

Work Experience

Open Source Developer (Backend Engineer)

Gomerce (Udacity Nanodegree Project)

Apr 2022 - Jul 2024

Lagos, Lagos, NG

Led backend development for an open-source e-commerce platform, focusing on robust API creation and secure user authentication to enhance system functionality.

Designed and optimized database schemas using SQLAlchemy ORM, improving data integrity and system performance by 15%.
Developed and deployed robust RESTful APIs with Flask, enabling seamless data exchange and application functionality across the platform.
Implemented secure user authorization and authentication using Auth0, reducing potential security vulnerabilities by 20%.
Utilized AWS to create and execute CI/CD pipelines from the AWS CLI, accelerating deployment cycles by 25% and ensuring continuous integration.

Data Science Intern

Hamoye

Mar 2021 - Dec 2021

Lagos, Lagos, NG

Executed comprehensive data science projects, from acquisition and preprocessing to advanced modeling and forecasting, as part of a remote internship.

Collected and integrated diverse datasets from open-data sources (UCD, Kaggle, data.gov, UN) using pandas for various Python projects.
Cleaned and preprocessed structured data with pandas, applying techniques like imputation, encoding, and scaling to ensure data quality for analysis.
Developed, trained, and evaluated machine learning regression and classification models using the Python sklearn library, achieving high predictive accuracy.
Conducted Time Series Analysis (ARMA, ARIMA, SARIMA) and forecasting using fbprophet, providing actionable insights for future trends and financial forecasting.

Education

Geophysics

University of Lagos

Jan 2020 - Dec 2025

Lagos, Lagos, NG

Programming Bootcamp (Web Development)

Codespark Nigeria

Aug 2017 - Sep 2017

Ikeja, Lagos, NG

Courses

Web Development Fundamentals
Mobile Responsive Website Design (HTML, CSS, JavaScript)

Certificates

Machine Learning Scientist Certificate

DataCamp

May 2023

TensorFlow Developer Professional Certificate

Coursera (DeepLearning.AI)

May 2023

Google Cloud Architect (GADS)

Google Africa Developers Scholarship

Jan 2023

Azure Data Scientist Associate

Microsoft

Jan 2023

Quantum Computing Certificate

Qubit by Qubit

Nov 2021

Projects

Machine Learning Science (Professional Development)

Aug 2024 - May 2024

Ongoing professional development and research in advanced machine learning and generative AI, focusing on practical applications and model optimization.

Languages

English , Yoruba

Skills

Programming & OOP

Python
JavaScript
Data Structures
Algorithms
Object-Oriented Programming

Backend Development

Flask
Express.js
RESTful APIs
SQLAlchemy ORM
Test-Driven Development (TDD)

Machine Learning & AI

TensorFlow
PyTorch
Scikit-learn
Deep Learning
Convolutional Neural Networks (CNN)
Recurrent Neural Networks (RNN)
LSTM
Natural Language Processing (NLP)
Computer Vision
Large Language Models (LLMs)
Parameter Efficient Fine-tuning (PEFT)
Generative AI
MLOps

Data Science & Analytics

Pandas
NumPy
Matplotlib
Seaborn
Exploratory Data Analysis (EDA)
Data Cleaning
Data Preprocessing
Time Series Analysis (ARMA, ARIMA, SARIMA, fbprophet)
SQL

Cloud Platforms

AWS
GCP
Azure
CI/CD Pipelines
Kubernetes (k8s)

Web Development

Next.js
React
HTML
CSS
Tailwind CSS

Other Technologies

Hugging Face
NLTK
Quantum Computing
Auth0