Kelvin Paschal

ABOUT ME

Data Scientist and Machine Learning Engineer

Hey There, I'm a senior software and Analytics engineer with a very strong sense of data and engineering, I have been doing machine learning for over 4 years, where I've applied machine learning in Academia, Finance, Fraud detection, Gameplay, Real Estate, and Insurance.

With my many years of experience, I've gained familiarity and expertise with a wide array of tools, frameworks, and technologies which I've used to build solutions and solve problems across a wide range of industries.

I have strong communication and conversational skills, I apply this to the podcast I host "Hinted Neuron Podcast" where I get to talk to people from all over the world.

My interest span, Reinforcement learning, Machine Learning & Deep Learning.

English

Pacific Time (US & Canada) (-07:00)

Joined March 2018

EXPERTISE

Machine Learning

4 years experience

I'm hugely interested in Intelligence, both natural and artificial. This has driven my interest in machine learning to build AI solutions...

I'm hugely interested in Intelligence, both natural and artificial. This has driven my interest in machine learning to build AI solutions to problems and solve hard problems by leveraging AI. I have worked in the space for 4 Years, Building Predelinquency models for financial Institutions, Working on Computer Vision Models for Real estate companies, and building applications to detect and classify diseases in agricultural products.

Gnu octave AI (artificial intelligence)Neural Networks Machine Learning Deep Learning Keras TensorFlow PyTorch

Data Science

4 years experience

I've worked as a Data Scientist, to help my clients and employers help you make informed decisions that drive business growth. I have han...

I've worked as a Data Scientist, to help my clients and employers help you make informed decisions that drive business growth. I have handled end-to-end data projects so I'm well informed and skilled in the whole ETL pipeline.

Pandas NumPy Scipy

Pandas NumPy ScipyData science in pythonPython Matplotlib SQL Google Data Studio Google BigQuery

Chrome Extension

2 years experience

I've made chrome extensions that have been used for automation, alerting, monitoring e.t.c. I'm familiar with the core chrome extensions ...

I've made chrome extensions that have been used for automation, alerting, monitoring e.t.c. I'm familiar with the core chrome extensions APIs.

CSS3 HTML5 JavaScript

CSS3 HTML5 JavaScript jQuery Chrome Extension API

Web Development

5 years experience

With over 5 years of experience developing website and web apps both for individual clients and corporations, I'm quite confident that I ...

With over 5 years of experience developing website and web apps both for individual clients and corporations, I'm quite confident that I would be able to help you with your code or solve any problems that you might encounter

Django CSS3 HTML5

Django CSS3 HTML5Html5, css3 and jqueryJavaScript jQuery Bootstrap WordPress SQL

Reinforcement Learning

3 years experience

I've Worked with Classical Reinforcement learning algorithms and also with deep learning reinforcement learning algorithms. I've been abl...

I've Worked with Classical Reinforcement learning algorithms and also with deep learning reinforcement learning algorithms. I've been able to build models to perform control of basic systems and also play games. I have also participated in NeurIPS Reinforcement learning competitions like "MineRL" where I built RL models to play Minecraft.

F#Game Python

F#Game Python Reinforcement Learning Deep Learning Artificial Neural Networks

SOCIAL PRESENCE

GitHub

Django_React_boilerplate

Boiler-Plate code to Use Django with React

JavaScript

Food-Classifier

A web app that uses deep learning to classify some Nigerian Foods

Jupyter Notebook

Community Posts

An Intuitive Introduction to Reinforcement learning

Reinforcement learning (RL) is a trial and error form of learning in which an agent acting in a given environment learns to take optimal actions at every state it encounters in such an environment with the ultimate goal to increase/maximize a numerical reward function.

Working with Dictionaries in Python

A gentle introduction to Python's Dictionaries

Everything About List's in Python

A short introduction to using lists in python

EMPLOYMENTS

Machine Learning Engineer

Remote Roofing

2020-05-01-2020-09-01

● I performed data mining and wrangling of satellite images. ● I designed, developed, and Trained computer vision models to improve the p...

● I performed data mining and wrangling of satellite images. ● I designed, developed, and Trained computer vision models to improve the performance of prediction algorithms. ● I built in-house AI sales tools that helped impact sales increase by about 15% ● I built chrome extensions and APIs to automate data mining operations, increasing developers’ productivity in other vital areas.

Python

API

Data Analysis

Python

API

Data Analysis

Chrome Extension

JavaScript

Neural Networks

Artificial Neural Networks

TensorFlow

Keras

Senior Web Developer

Webometrics, OAU

2018-06-01-2019-12-01

● I designed and developed websites for departments and faculties in the university. ● I was part of the team to build the first reposito...

● I designed and developed websites for departments and faculties in the university. ● I was part of the team to build the first repository used across the university. ● My team Increased the university webometrics ranking from 5th to 3rd.

HTML/CSS

PHP

WordPress

HTML/CSS

PHP

WordPress

CMS

WordPress Custom Themes

JavaScript

Data Scientist (Intern)

Carbon

2019-02-01-2019-10-01

● I built AI pre-delinquency models to predict loan repayment defaults by clients. ● I Used algorithms like Decision Trees, Random Forest...

● I built AI pre-delinquency models to predict loan repayment defaults by clients. ● I Used algorithms like Decision Trees, Random Forest, and Neural Networks to improve models’ accuracy from 76% to 80%. ● I occasionally Used data visualization techniques with tools like Google Data Studio to communicate results and analysis with non-technical staff.

SQL

Matplotlib

Google Cloud Platform

SQL

Matplotlib

Google Cloud Platform

TensorFlow

Keras

Google Data Studio

Google query

PROJECTS

NgFood DetectorView Project

2019

I built a WebApp that uses deep learning computer vision methods to detect and classify various local food types. the project was end-to-...

I built a WebApp that uses deep learning computer vision methods to detect and classify various local food types. the project was end-to-end, which meant the whole ETL pipeline was involved in the project. The model achieved over 85% accuracy

Python

Deep Learning

PyTorch

Python

Deep Learning

PyTorch

cocoNet

2019

cocoNet was a web app I built that uses artificial neural networks and modern computer vision techniques to identify and sort diseases in...

cocoNet was a web app I built that uses artificial neural networks and modern computer vision techniques to identify and sort diseases in cocoa pods, this was incredibly helpful with an accuracy of over 80%

HTML/CSS

Python

Machine Learning

HTML/CSS

Python

Machine Learning

JavaScript

Deep Learning

Artificial Neural Networks

PyTorch