Gilbert .
- Accra, Ghana
- **** **** ****
- 3 yrs Experience
- ASAP
- Mid-Level
Gilbert is a versatile data scientist & software engineer combining 4+ years of analytical experience which comes naturally as a chess player. It is my vision to play key role in use of Artificial Intelligence to solve socio-economic challenges in the world at large.
Education
M
Mathematics & Computer Science
University of Ghana, Bachelor's Degree 2017
Work & Experience
P
Data Science AND Software Engineering Consultant
Python Mar'2019 - May'2021
Ghana GIT Machine Learning Deep Learning Web Scraping
Achievements/Tasks
Built a data product that created an optimal loan portfolio that Docker Dask Prefect Pandas Numpy
maximizes returns on no-collateral, short-term, cash-based loans
targeted at agro-dealers and farmers.
Matplotlib/Seaborn VueJS Redis Analytics
Developed a dynamic customer analytics, insights and scoring
platform that allows various enterprise stakeholders to drive
business growth through actionable customer insights, analytics and scoring from customer, business and product data.
Data analysis and insight generation, building scorecards. PUBLICATIONS & CONFERENCES
Built a data product that predicted the future values of artworks
based on features of artists in Africa. Transfer Learning with PyTorch
Research published in Heartbeat, HackerNews & Reddit
API Development, Deploying Models & Model performance
monitoring.
Tuning machine learning hyperparameters
Developed a digital platform that enables prospective borrowers Research published in Heartbeat, HackerNews & Reddit
(leads) to be matched with suitable lenders for convenient access
to credit products.
Understanding Naive Bayes & its applications in text
classification
Products Manager Research published in Heartbeat, HackerNews & Reddit
Professional Skills
Framework
- Tableau 4 year(s)
- Docker 3 year(s)
- Scikit learn 5 year(s)
- Vue js 3 year(s)
- Tableau 4 year(s)
- Docker 3 year(s)
- Scikit learn 5 year(s)
- Vue js 3 year(s)
- Tableau 4 year(s)
- Docker 3 year(s)
- Scikit learn 5 year(s)
- Vue js 3 year(s)
Database
- PostgreSQL 4 year(s)
- MongoDB 3 year(s)
- PostgreSQL 4 year(s)
- MongoDB 3 year(s)
- PostgreSQL 4 year(s)
- MongoDB 3 year(s)
- SQL 1 year(s)
- Redis 1 year(s)
Language
- Python 4 year(s)
- Python 4 year(s)
- Python 4 year(s)
General
- Data Analysis 1 year(s)
- Deep Learning 1 year(s)
- Web Scraping 1 year(s)
- Data Science 1 year(s)
Technology
- Git 1 year(s)
Languages
- English native
