Extract SKILLS from Resume using entity_ruler

gistfile1.txt

from spacy.lang.en import English
import os

nlp = English()
ruler = nlp.add_pipe("entity_ruler").from_disk(f"{os.getcwd()}/rule_based_matching/skills.jsonl")

text = """[email protected] +2348030960928, +2348120516552. abiolayakubu/ yakubu234
SUMMARY
Experience Backend Engineer with expertise in developing and maintaining high-performance backend systems. I have experience with a
variety of programming languages and technologies, including PHP, Laravel, CodeIgniter, NodeJS, Express, Typescript, Spring boot and
various databases, including MongoDB, MariaDB, MySQL, and PostgreSQL, I have a strong background in developing and deploying REST
APIs, cronjobs, and server administration on Linux platforms, working with popular web servers like Apache and Nginx with expertise in
version control systems like Git. Applying TDD principles, I am skilled in implementing robust unit testing practices to ensure the reliability
and stability of my code.
SKILLS
PROGRAMMING LANGUAGE(S): PHP, Laravel, CodeIgniter, Symfony, JavaScript, NodeJS, ExpressJS, TypeScript, Java(Spring boot).
DATABASE(S) AND ORM(S): MariaDB, MongoDB, PostgreSql, Mongoose, MySql, Firebase, Sequelize, Doctrine, TypeORM, Eloquent.
OTHER(S): Rest API, Redis, Docker, Code Versioning (Git), Server Administration, TDD, HTML, CSS, Apache, AWS(EC2), Digital Ocean, Nginx,
Web Sockets, Unit Testing, Integration Testing, New Relic, Sentry, MetaBase, JWT.
EMPLOYMENT
NQB8 Group
Nigeria
Backend Engineer · July 2021 to Current
I have made significant contributions to the development of the Cashpally Gateway system. Through my innovative thinking and expertise,
I have designed and implemented gateway logic, authentication mechanisms, and payment authorization systems, ensuring seamless user
interactions and easier integration for merchants. Additionally, I have played a key role in developing a secure API key system for external
access and have successfully managed the cloud infrastructure for the gateway.
Cashpally Gateway(NQB8 Group) Laravel, NodeJs, Redis May 2022 to Current
The Cashpally Gateway is an API(microservice) system that empowers merchants to seamlessly integrate Cashpally into their
checkout pages. By implementing Cashpally, merchants can offer their customers with Cashpally accounts the ability to shop using
their pre-approved credit.
• Built innovative gateway logic ranging from authentication to payment authorization and validation with Laravel, Redis
and eloquent.
• Engineered a secured API key system which provides external access to merchant integrating Cashpally gateway in
TypeScript and TypeORM.
• Prepared Implementation Documentation using Redocly and Swagger UI.
• Integrated Paystack, Rave(Fluterwave) and Stripe Gateway for seamless online payments.
• Wrote Unit Testing to ensure it meets business requirements. Used JIRA to follow agile development model with scrum.
• Collaborating with the frontend teams in consuming the Rest API.
• Tracking and fixing bugs when found; using New Relic in Tracking and Analysis.
Cashpally Loan App Api (NQB8 Group) Laravel,Express, EC2 July 2021 to Current
This app empowers SMEs to offer consumer financing at the point of sale. With customizable repayment schedules and no
collateral required, Cashpally allows income earners to access credit and conveniently pay for goods and services. Available at
https://cashpally.com/ and on the Play Store. developed using Laravel, Paystack, Fluterwave, Redis, and Google Drive.
• Spearheaded the implementation of audit trails and login which improves user activity report and error documentation
• Implemented the mono direct debit for automatic loan repayment collection. Developed the loan application processing
module.
• Developed the Checking Factor Algorithm using the OKRA credit history API to evaluate creditworthiness of borrowers in
ExpressJs
• Developed Cronjobs to auto process failed transactions. Continually interact with mobile developer in integration of the
rest API and providing support when needed.
• Built a key manager for storing, retrieving and invalidating cryptographically signed keys, and secrete of external
providers
• Integrated transactional email API as a microservice incorporated with Queue to power email notification feature of the
system. Tracking with New Relic for analysis and possible errors.
• Setup Jenkins for automation. Setup the Nginx server on AWS EC2 instance with containerization(docker), setup the PM2
daemon process.
Axocheck Health App (NQB8 Group) Laravel,Express, EC2 July 2021 to April 2022
A preventive medicine service in Africa, offering a subscription-based telemedicine solution through routine in-home concierge
health status checks. With a dedicated emphasis on preventive care, health assurance, reliability, and exceptional customer
service.
• Built an SMS and Email system relying on Twillio, Mailgun, AfricasTalking and Termii API.
• Seamlessly deploy and maintain the API on AWS EC2 instance.
Dots Hub (Subsidiary of Dots Institute of Technology, Abeokuta)
Nigeria
PHP Backend Developer · July 2018 to Mar. 2021
Dots Hub, a subsidiary of Dots Institute of Technology, serves as a dynamic hub specializing in crafting customized software solutions for
organizations and institutions.
Quicky CBT System (Dots Hub) CodeIgniter, NodeJs July 2018 to Mar. 2021
This is a mobile-compatible computer-based test system that provides a convenient and flexible way to administer exams and
assessments on mobile devices. Users can take tests from anywhere and at any time, with a seamless user interface and responsive
design that adapts to different screen sizes. Secure authentication methods prevent cheating and maintain the integrity of test
results.
• Lead the Development team in the design and development of the Edtech system, from development phase to
deployment phase. Built the automated grading system for objective assessment.
• Develop a simplex real time communication with web socket to capture student activities using their cameras and
microphones.
• Created Rest APIs consumed by mobile developers to fetch student records from an education management system
• Cache concurrent data with Redis to reduce the database workloads. Design, developed websites and data management
system for various organizations.
PERSONAL PROJECTS
Afroverified (Joint Project) Laravel, ExpressJs,Vue Apr. 2023 to Present
A Canadian Based Event Scheduling and Ticketing Platform, developed using PHP Laravel Framework with a Sanctum Authentication
mechanism.
• Implemented the authentication, reservation, and event scheduling modules.
• Consumed Stripe payment gateway to simplify payment methods for bookings.
• I integrated transactional mail APIs to ensure smooth and timely notification delivery, coupled with queue system to process
background jobs
• Designed and Implemented ticket generation system, a microservice written in Express Js to utilize headless browser for ticket
generation.
• To ensure functional code logic, I created Feature Tests for each module. Additionally, I prepared comprehensive API
documentation using Postman, Swagger UI, and Redocly, while also maintaining and monitoring the cloud infrastructure for both
the API and frontend. Click for Docs.
Allrid (Personal Project) NodeJs Mar. 2023 to Mar. 2023
A URL shortener application, developed during the MLH Global Hack Week, typescript-based project with Redis, Ejs, CSS, Javascript.
Hosted on AWS EC2 running on Nginx server.
Food Bot (Personal Project) Websocket, NodeJs, Express, Redis Apr. 2023 to Apr. 2023
This is a chat bot system developed using Express.js and WebSocket, along with Mongoose and Redis cache integration.
EDUCATION
VOLUNTEER & CONTRIBUTION(S)
Global Hack Week by Major League Hackathon. November 2023.
Hacktoberfest; Global Hack Week by Major League Hackathon. October 2023.
Immer (volunteer; occasional) Backend Engineering, August 2023
AltSchool Africa · Mar. 2022 to Mar. 2023
Diploma Software Engineering 2023
Backend NodeJs
Moshood Abiola Polytechnic Nigeria ·
Jan. 2020 to Dec. 2021
Higher National Diploma Computer
Upper Credit
Moshood Abiola Polytechnic Nigeria
Jan. 2017 to Dec. 2018
National Diploma Computer Science 2018
Upper Credit
"""

doc = nlp(text)
print([(ent.text, ent.label_) for ent in doc.ents])